Roey Angel 2024-06-27
set.seed(2021)
prev_thresh <- 0.1 # remove ASVs with prevalence less than that
samples_prep_path <- "./"
data_path <- "./DADA2_pseudo/"
# Metadata_table <- "./AnCUE_Metadata_decontam.csv"
# Seq_table <- "DADA2.seqtab_nochim_decontam.tsv"
# Seq_file <- "DADA2.Seqs_decontam.fa"
Ps_file <- "Ps_obj_decontam.Rds"
Seq_file <- "DADA2.Seqs_decontam.fa"Also remove controls
readRDS(paste0(data_path, Ps_file)) ->
Ps_obj
Ps_obj %>%
subset_samples(., Hours == 0) ->
Ps_obj_t0
Ps_obj %>%
subset_samples(., Hours != 0 & !is.na(Site)) ->
Ps_obj_SIP Combine repeated runs
sample_data(Ps_obj_SIP) %<>%
as("data.frame") %>%
rownames_to_column() %>%
mutate(Identifier = paste(Site, Oxygen, Glucose, Label..13C., Hours, Fraction.no.,
sep = "_")) %>%
column_to_rownames("rowname")
phyloseq_merge_samples(Ps_obj_SIP, "Identifier") %>%
filter_taxa(., function(x) sum(x) > 0, TRUE) ->
Ps_obj_SIP_merged
# Compute lib sizes
sample_data(Ps_obj_SIP_merged)$Lib.size <- rowSums(otu_table(Ps_obj_SIP_merged))First let us look at the count data distribution
plot_lib_size(Ps_obj_SIP_merged, x = "Fraction.no.", fill = "Oxygen", facet1 = "Site", facet2 = "Hours")
I will test now the effect of library size and all other experimental factors on the community composition and also plot
(mod1 <- adonis2(vegdist(otu_table(Ps_obj_SIP_merged), method = "bray") ~ Lib.size,
data = as(sample_data(Ps_obj_SIP_merged), "data.frame"),
permutations = 999
))| Df | SumOfSqs | R2 | F | Pr(\>F) | |
|---|---|---|---|---|---|
| Lib.size | 1 | 12.19645 | 0.2115685 | 79.9656 | 0.001 |
| Residual | 298 | 45.45131 | 0.7884315 | NA | NA |
| Total | 299 | 57.64776 | 1.0000000 | NA | NA |
(mod2 <- adonis(vegdist(otu_table(Ps_obj_SIP_merged), method = "bray") ~ Site * Oxygen * Hours + Lib.size,
data = as(sample_data(Ps_obj_SIP_merged), "data.frame"),
permutations = 999
))## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## Site 1 22.555 22.5553 314.924 0.39126 0.001 ***
## Oxygen 1 6.377 6.3767 89.033 0.11061 0.001 ***
## Hours 1 0.333 0.3332 4.652 0.00578 0.005 **
## Lib.size 1 4.943 4.9430 69.016 0.08575 0.001 ***
## Site:Oxygen 1 1.483 1.4830 20.706 0.02573 0.001 ***
## Site:Hours 1 0.471 0.4707 6.572 0.00817 0.001 ***
## Oxygen:Hours 1 0.281 0.2809 3.922 0.00487 0.005 **
## Site:Oxygen:Hours 1 0.363 0.3631 5.070 0.00630 0.002 **
## Residuals 291 20.842 0.0716 0.36154
## Total 299 57.648 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $call
## adonis(formula = vegdist(otu_table(Ps_obj_SIP_merged), method = "bray") ~
## Site * Oxygen * Hours + Lib.size, data = as(sample_data(Ps_obj_SIP_merged),
## "data.frame"), permutations = 999)
##
## $coefficients
## NULL
##
## $coef.sites
## [,1] [,2] [,3] [,4] [,5]
## (Intercept) 6.506700e-01 6.677733e-01 6.616164e-01 6.917493e-01 7.276494e-01
## Site1 -1.404621e-01 -9.527931e-02 -1.096615e-01 -1.011577e-01 -9.069809e-02
## Oxygen1 -1.304657e-02 7.216920e-03 1.133946e-02 2.017624e-02 2.667381e-02
## Hours -4.767748e-04 -3.287565e-04 -3.341854e-04 -2.917237e-04 -1.965166e-04
## Lib.size -2.451174e-06 -2.029551e-06 -2.325948e-06 -2.511590e-06 -2.614146e-06
## Site1:Oxygen1 -3.047366e-02 -2.742424e-02 -2.904583e-02 -2.695563e-02 -2.296078e-02
## Site1:Hours -2.833732e-04 -2.495861e-04 -3.530264e-04 -3.968264e-04 -3.405149e-04
## Oxygen1:Hours 6.035714e-04 5.017358e-04 5.092320e-04 4.791698e-04 4.040951e-04
## Site1:Oxygen1:Hours 4.417769e-04 4.650183e-04 5.287574e-04 5.678976e-04 5.204357e-04
## [,6] [,7] [,8] [,9] [,10]
## (Intercept) 7.365382e-01 6.547399e-01 7.628263e-01 7.656438e-01 7.628619e-01
## Site1 -8.784944e-02 -1.726746e-01 -1.457680e-01 -1.430995e-01 -1.219346e-01
## Oxygen1 2.746702e-02 -3.492778e-02 -2.295040e-02 -2.010993e-02 -1.988209e-02
## Hours -1.455192e-04 -4.030247e-04 -2.352636e-04 -2.243106e-04 -1.872427e-04
## Lib.size -2.391638e-06 -1.956725e-06 -3.463646e-06 -3.844575e-06 -1.967120e-06
## Site1:Oxygen1 -2.004363e-02 -2.594130e-02 -2.653264e-02 -2.770146e-02 -1.753000e-02
## Site1:Hours -3.232476e-04 -2.729118e-04 -1.529546e-04 -1.509418e-04 -1.299937e-04
## Oxygen1:Hours 3.522715e-04 2.870951e-04 1.927374e-04 1.661497e-04 1.919119e-04
## Site1:Oxygen1:Hours 4.986356e-04 8.239345e-05 1.050584e-05 -1.150176e-05 5.346542e-05
## [,11] [,12] [,13] [,14] [,15]
## (Intercept) 7.223778e-01 7.531178e-01 7.498160e-01 6.335740e-01 6.101620e-01
## Site1 -1.571196e-01 -1.527619e-01 -1.532448e-01 -1.551759e-01 -1.537162e-01
## Oxygen1 -2.428929e-02 -1.712670e-02 -1.692350e-02 -1.556445e-02 -1.656742e-02
## Hours -2.848248e-04 -2.508087e-04 -2.457618e-04 -5.462423e-04 -5.552661e-04
## Lib.size -3.315402e-06 -4.233101e-06 -4.228916e-06 -2.202742e-06 -1.665959e-06
## Site1:Oxygen1 -2.812690e-02 -2.949241e-02 -3.093933e-02 -2.707145e-02 -2.547273e-02
## Site1:Hours -2.034573e-04 -1.518794e-04 -1.465365e-04 -3.689149e-04 -3.690734e-04
## Oxygen1:Hours 2.230161e-04 1.759074e-04 1.983027e-04 6.071915e-04 6.408682e-04
## Site1:Oxygen1:Hours 4.971926e-05 -2.490486e-05 6.837994e-06 4.279056e-04 4.722218e-04
## [,16] [,17] [,18] [,19] [,20]
## (Intercept) 7.239787e-01 7.321814e-01 7.224553e-01 7.876026e-01 7.167354e-01
## Site1 -1.530659e-01 -1.515964e-01 -1.528328e-01 -1.351071e-01 -1.512437e-01
## Oxygen1 -2.412318e-02 -2.826293e-02 -2.768728e-02 -2.280663e-02 -2.895105e-02
## Hours -3.854079e-04 -3.300746e-04 -4.146104e-04 -3.174661e-04 -4.279889e-04
## Lib.size -3.808718e-06 -3.845360e-06 -3.107112e-06 -4.174075e-06 -2.933248e-06
## Site1:Oxygen1 -2.696200e-02 -2.915181e-02 -2.550212e-02 -2.757195e-02 -2.349005e-02
## Site1:Hours -2.481845e-04 -1.920706e-04 -2.795117e-04 -2.173520e-04 -2.832990e-04
## Oxygen1:Hours 1.965478e-04 1.818887e-04 1.862719e-04 1.063032e-04 1.891712e-04
## Site1:Oxygen1:Hours -3.771921e-05 -4.026845e-05 -4.923119e-05 -1.096103e-04 -5.124045e-05
## [,21] [,22] [,23] [,24] [,25]
## (Intercept) 7.230563e-01 7.135025e-01 6.764401e-01 7.079988e-01 7.251184e-01
## Site1 -1.509062e-01 -1.545300e-01 -1.534721e-01 -1.516858e-01 -1.566683e-01
## Oxygen1 -2.749849e-02 -2.881972e-02 -2.752740e-02 -2.715017e-02 -2.421174e-02
## Hours -4.256695e-04 -4.294456e-04 -4.554730e-04 -4.514516e-04 -3.145434e-04
## Lib.size -3.148709e-06 -3.074299e-06 -2.381570e-06 -3.096370e-06 -3.891946e-06
## Site1:Oxygen1 -2.462386e-02 -2.518611e-02 -1.811635e-02 -2.350275e-02 -2.760333e-02
## Site1:Hours -2.829610e-04 -2.860586e-04 -2.941971e-04 -3.118537e-04 -1.831085e-04
## Oxygen1:Hours 1.842713e-04 1.975228e-04 2.451452e-04 2.295655e-04 1.840898e-04
## Site1:Oxygen1:Hours -5.493721e-05 -3.485533e-05 -3.060976e-06 -2.351198e-06 -3.306626e-05
## [,26] [,27] [,28] [,29] [,30]
## (Intercept) 7.470637e-01 7.381907e-01 7.121669e-01 8.422854e-01 7.287856e-01
## Site1 -1.489547e-01 -1.484546e-01 -1.512663e-01 -1.127021e-01 -1.513869e-01
## Oxygen1 -1.759575e-02 -1.927788e-02 -1.964117e-02 -9.639274e-03 -2.130285e-02
## Hours -2.848399e-04 -3.364792e-04 -4.010951e-04 -2.301714e-04 -3.873594e-04
## Lib.size -4.169405e-06 -4.141814e-06 -3.796628e-06 -5.311620e-06 -3.893881e-06
## Site1:Oxygen1 -2.799959e-02 -2.668080e-02 -2.548181e-02 -2.601722e-02 -2.566642e-02
## Site1:Hours -1.822013e-04 -2.133397e-04 -2.599810e-04 -1.497041e-04 -2.556967e-04
## Oxygen1:Hours 1.596813e-04 1.993421e-04 2.538113e-04 8.621748e-05 1.937808e-04
## Site1:Oxygen1:Hours -3.760163e-05 -2.333200e-05 1.382349e-05 -9.677717e-05 -4.384621e-05
## [,31] [,32] [,33] [,34] [,35]
## (Intercept) 7.372250e-01 6.466669e-01 6.857729e-01 6.208744e-01 5.920374e-01
## Site1 -1.349044e-01 -1.772775e-01 -1.725989e-01 -1.787761e-01 -1.706816e-01
## Oxygen1 -3.101898e-02 -4.470481e-02 -4.176409e-02 -4.676322e-02 -4.200746e-02
## Hours -3.833979e-04 -3.987639e-04 -3.185476e-04 -3.858785e-04 -3.227139e-04
## Lib.size -3.414619e-06 -2.217987e-06 -2.648726e-06 -1.476443e-06 -6.455150e-07
## Site1:Oxygen1 -2.942092e-02 -2.920602e-02 -3.214577e-02 -2.732086e-02 -2.043854e-02
## Site1:Hours -1.162692e-04 -2.022031e-04 -1.495677e-04 -1.820024e-04 -1.079479e-04
## Oxygen1:Hours 3.923177e-04 3.574182e-04 2.899097e-04 3.575207e-04 3.195956e-04
## Site1:Oxygen1:Hours 1.602783e-04 9.714256e-05 4.595697e-05 1.039858e-04 8.800958e-05
## [,36] [,37] [,38] [,39] [,40]
## (Intercept) 6.463121e-01 6.834587e-01 5.856941e-01 7.009592e-01 6.693138e-01
## Site1 -1.605086e-01 -1.734555e-01 -1.459148e-01 -1.532892e-01 -1.693393e-01
## Oxygen1 -4.392791e-02 -4.507514e-02 -3.359247e-02 -3.920976e-02 -4.259786e-02
## Hours -2.434368e-04 -2.946513e-04 -3.639836e-04 -3.744297e-04 -3.877026e-04
## Lib.size -1.597582e-06 -2.507370e-06 1.391862e-08 -2.992009e-06 -2.768110e-06
## Site1:Oxygen1 -2.758262e-02 -3.338322e-02 -1.495713e-02 -2.990244e-02 -3.254488e-02
## Site1:Hours -2.500677e-05 -1.299461e-04 -1.118295e-04 -1.386824e-04 -2.004445e-04
## Oxygen1:Hours 3.031742e-04 2.683099e-04 3.617787e-04 3.921219e-04 3.668329e-04
## Site1:Oxygen1:Hours 9.478350e-05 4.965923e-05 1.402466e-04 1.633577e-04 1.394894e-04
## [,41] [,42] [,43] [,44] [,45]
## (Intercept) 7.644981e-01 7.153113e-01 6.985935e-01 7.290854e-01 6.686937e-01
## Site1 -1.425627e-01 -1.549255e-01 -1.482097e-01 -1.566740e-01 -1.674979e-01
## Oxygen1 -3.560875e-02 -3.988921e-02 -3.152197e-02 -2.751754e-02 -3.714785e-02
## Hours -2.764696e-04 -3.258917e-04 -3.457052e-04 -3.080973e-04 -3.777032e-04
## Lib.size -4.179608e-06 -3.454975e-06 -3.224324e-06 -4.249727e-06 -2.775210e-06
## Site1:Oxygen1 -3.406558e-02 -3.361529e-02 -2.793568e-02 -3.352428e-02 -2.910052e-02
## Site1:Hours -8.721298e-05 -1.175535e-04 -1.472789e-04 -1.487179e-04 -1.992278e-04
## Oxygen1:Hours 3.151201e-04 3.571283e-04 3.725524e-04 2.925637e-04 3.551192e-04
## Site1:Oxygen1:Hours 8.454069e-05 1.169881e-04 1.508263e-04 5.762473e-05 1.066983e-04
## [,46] [,47] [,48] [,49] [,50]
## (Intercept) 6.811675e-01 6.609361e-01 6.829620e-01 7.639008e-01 7.027312e-01
## Site1 -1.592916e-01 -1.756921e-01 -1.721553e-01 -1.339422e-01 -1.635469e-01
## Oxygen1 -3.729927e-02 -4.283209e-02 -4.587059e-02 -3.246930e-02 -4.720848e-02
## Hours -4.024061e-04 -3.390201e-04 -2.948558e-04 -3.400566e-04 -2.830176e-04
## Lib.size -2.882950e-06 -2.475151e-06 -2.633293e-06 -3.683683e-06 -2.641417e-06
## Site1:Oxygen1 -3.161290e-02 -3.284533e-02 -3.566536e-02 -3.442197e-02 -3.397423e-02
## Site1:Hours -1.667220e-04 -1.540346e-04 -1.023940e-04 -1.008681e-04 -9.334895e-05
## Oxygen1:Hours 4.039443e-04 3.187633e-04 3.033298e-04 3.219335e-04 3.048920e-04
## Site1:Oxygen1:Hours 1.786112e-04 8.390709e-05 7.668222e-05 1.692028e-04 7.318674e-05
## [,51] [,52] [,53] [,54] [,55]
## (Intercept) 6.163324e-01 5.933778e-01 6.191383e-01 6.639573e-01 6.668344e-01
## Site1 -1.757482e-01 -1.695710e-01 -1.779614e-01 -1.692696e-01 -1.631830e-01
## Oxygen1 -5.195243e-02 -4.288227e-02 -4.845231e-02 -4.909278e-02 -4.727137e-02
## Hours -3.346887e-04 -3.366840e-04 -3.694759e-04 -3.346493e-04 -3.656498e-04
## Lib.size -1.108422e-06 -7.469586e-07 -1.306651e-06 -1.963755e-06 -2.428457e-06
## Site1:Oxygen1 -2.735815e-02 -1.961269e-02 -2.569830e-02 -3.235863e-02 -3.253003e-02
## Site1:Hours -9.826281e-05 -1.187536e-04 -1.566900e-04 -1.343085e-04 -1.341281e-04
## Oxygen1:Hours 3.584920e-04 3.165373e-04 3.455102e-04 3.484368e-04 3.897663e-04
## Site1:Oxygen1:Hours 1.041364e-04 8.613212e-05 1.033496e-04 1.325187e-04 1.535585e-04
## [,56] [,57] [,58] [,59] [,60]
## (Intercept) 6.885619e-01 7.007957e-01 6.341432e-01 6.197592e-01 6.309107e-01
## Site1 -1.581618e-01 -1.441276e-01 -1.589308e-01 -1.582435e-01 -1.633776e-01
## Oxygen1 -3.803801e-02 -3.399033e-02 -3.411945e-02 -3.254061e-02 -3.763492e-02
## Hours -3.473421e-04 -3.556819e-04 -3.788951e-04 -4.051227e-04 -4.675880e-04
## Lib.size -2.450814e-06 -2.068043e-06 -2.251073e-06 -1.990487e-06 -1.703301e-06
## Site1:Oxygen1 -2.837186e-02 -2.439289e-02 -2.357186e-02 -2.369937e-02 -2.403968e-02
## Site1:Hours -1.879330e-04 -2.116295e-04 -1.760283e-04 -1.912182e-04 -2.979975e-04
## Oxygen1:Hours 3.188212e-04 3.371922e-04 3.929815e-04 4.237742e-04 4.360337e-04
## Site1:Oxygen1:Hours 1.171997e-04 1.511505e-04 1.563201e-04 1.949097e-04 2.047523e-04
## [,61] [,62] [,63] [,64] [,65]
## (Intercept) 6.792349e-01 6.793264e-01 6.796685e-01 6.980123e-01 6.436450e-01
## Site1 -1.612396e-01 -1.631730e-01 -1.585122e-01 -1.516911e-01 -1.510232e-01
## Oxygen1 -3.667370e-02 -3.666595e-02 -3.533734e-02 -2.548388e-02 -2.793222e-02
## Hours -4.572947e-04 -4.442479e-04 -4.608511e-04 -4.855858e-04 -5.496272e-04
## Lib.size -2.798939e-06 -2.781515e-06 -2.886513e-06 -3.133893e-06 -1.860506e-06
## Site1:Oxygen1 -2.521148e-02 -2.634117e-02 -2.470329e-02 -2.273759e-02 -1.807777e-02
## Site1:Hours -2.729580e-04 -2.630912e-04 -2.748385e-04 -3.161843e-04 -3.752098e-04
## Oxygen1:Hours 2.861754e-04 2.799044e-04 2.867896e-04 2.953207e-04 3.753324e-04
## Site1:Oxygen1:Hours 1.847032e-05 1.965671e-05 1.796377e-05 3.399584e-05 1.161884e-04
## [,66] [,67] [,68] [,69] [,70]
## (Intercept) 6.739040e-01 6.560409e-01 6.043092e-01 6.091197e-01 7.393465e-01
## Site1 -1.522918e-01 -1.674573e-01 -1.710338e-01 -1.490515e-01 -1.413084e-01
## Oxygen1 -2.584661e-02 -4.195674e-02 -4.517599e-02 -4.686065e-02 -2.390613e-02
## Hours -5.048772e-04 -4.488647e-04 -4.634167e-04 -3.749599e-04 -3.620105e-04
## Lib.size -2.825498e-06 -2.320399e-06 -1.223142e-06 -1.557194e-06 -4.047800e-06
## Site1:Oxygen1 -2.118901e-02 -2.638948e-02 -2.117376e-02 -2.007714e-02 -2.348199e-02
## Site1:Hours -3.173073e-04 -2.254969e-04 -2.191034e-04 -1.101055e-04 -2.137496e-04
## Oxygen1:Hours 3.294301e-04 3.463080e-04 3.831685e-04 3.234810e-04 2.255509e-04
## Site1:Oxygen1:Hours 6.001186e-05 6.669533e-05 1.049375e-04 1.288832e-05 -2.485386e-05
## [,71] [,72] [,73] [,74] [,75]
## (Intercept) 6.860712e-01 6.742749e-01 6.603055e-01 6.459345e-01 6.049755e-01
## Site1 -1.299191e-01 -1.282211e-01 -1.493013e-01 -4.825547e-02 -1.451189e-01
## Oxygen1 -2.751510e-02 -2.668777e-02 -2.650416e-02 -7.571819e-03 -2.937663e-02
## Hours -4.306961e-04 -4.476450e-04 -5.008210e-04 -1.106090e-04 -5.438602e-04
## Lib.size -1.644016e-06 -1.260354e-06 -2.558981e-06 3.067882e-06 -6.657254e-07
## Site1:Oxygen1 -1.258407e-02 -1.104903e-02 -2.005251e-02 3.609613e-03 -1.236431e-02
## Site1:Hours -2.780121e-04 -2.905686e-04 -3.030076e-04 -9.090673e-05 -3.597153e-04
## Oxygen1:Hours 3.010643e-04 3.297978e-04 3.741291e-04 1.398956e-05 4.141516e-04
## Site1:Oxygen1:Hours 8.350724e-05 1.026544e-04 1.147343e-04 -1.237475e-05 1.542005e-04
## [,76] [,77] [,78] [,79] [,80]
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## Site1 -1.743891e-01 -1.663000e-01 -1.654457e-01 -1.604959e-01 -1.556494e-01
## Oxygen1 -2.816385e-02 -2.499942e-02 -1.965639e-02 -1.676190e-02 -1.441013e-02
## Hours -3.207151e-04 -3.102315e-04 -3.204847e-04 -2.740302e-04 -2.127019e-04
## Lib.size -3.053473e-06 -2.283573e-06 -3.638624e-06 -3.993943e-06 -4.450855e-06
## Site1:Oxygen1 -2.704019e-02 -2.009119e-02 -2.497566e-02 -2.579116e-02 -2.721420e-02
## Site1:Hours -1.509067e-04 -1.154678e-04 -1.893675e-04 -1.522790e-04 -1.000524e-04
## Oxygen1:Hours 2.443440e-04 2.865194e-04 2.401914e-04 2.019282e-04 1.805574e-04
## Site1:Oxygen1:Hours 1.523204e-05 6.241142e-05 1.991882e-05 -1.261251e-05 -2.220789e-05
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## (Intercept) 7.595659e-01 7.583491e-01 7.721616e-01 5.842466e-01 5.563197e-01
## Site1 -1.559483e-01 -1.508962e-01 -1.278247e-01 7.599473e-02 7.466497e-02
## Oxygen1 -1.329673e-02 -1.486559e-02 -1.614385e-02 7.476475e-02 6.955811e-02
## Hours -1.842461e-04 -1.983910e-04 -1.683265e-04 3.072465e-04 2.447955e-04
## Lib.size -4.404812e-06 -4.217571e-06 -2.306910e-06 2.877707e-06 3.339289e-06
## Site1:Oxygen1 -2.636171e-02 -2.493940e-02 -1.587924e-02 -4.081213e-02 -3.887250e-02
## Site1:Hours -8.526702e-05 -9.681391e-05 -1.008831e-04 -1.963217e-04 -1.561572e-04
## Oxygen1:Hours 1.369966e-04 1.506890e-04 1.587988e-04 -2.606859e-04 -2.084804e-04
## Site1:Oxygen1:Hours -6.329146e-05 -4.351380e-05 2.395828e-05 2.579177e-04 2.053790e-04
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## (Intercept) 8.069032e-01 5.720737e-01 5.815321e-01 5.801305e-01 7.003681e-01
## Site1 -5.040485e-03 -1.389914e-01 -1.707197e-01 -1.765690e-01 -1.744840e-01
## Oxygen1 1.353324e-02 -2.656148e-02 -4.121386e-02 -3.846787e-02 -3.491841e-02
## Hours 1.452636e-04 -2.263942e-04 -3.740997e-04 -3.875478e-04 -2.677134e-04
## Lib.size 2.249895e-06 1.650239e-06 1.180005e-07 2.270313e-08 -3.256185e-06
## Site1:Oxygen1 8.293421e-03 2.480933e-03 -1.378786e-02 -1.151233e-02 -3.421838e-02
## Site1:Hours 1.201879e-04 -7.571246e-05 -1.751951e-04 -2.098889e-04 -1.104466e-04
## Oxygen1:Hours -1.559027e-04 2.182351e-04 3.518386e-04 3.505247e-04 2.384171e-04
## Site1:Oxygen1:Hours -1.155441e-04 6.546704e-05 1.459351e-04 1.412341e-04 2.152937e-05
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## (Intercept) 6.298297e-01 6.054584e-01 6.009056e-01 6.081138e-01 6.172662e-01
## Site1 -1.336185e-01 -1.324716e-01 -1.368879e-01 -1.380051e-01 -1.275764e-01
## Oxygen1 3.033409e-04 8.817517e-05 -2.636846e-03 -2.576522e-03 -4.776420e-05
## Hours -5.816294e-04 -5.361008e-04 -5.265923e-04 -4.907959e-04 -4.286014e-04
## Lib.size -2.271437e-06 -1.622224e-06 -1.529406e-06 -1.611981e-06 -1.593249e-06
## Site1:Oxygen1 -1.975758e-02 -1.495925e-02 -1.365394e-02 -1.283856e-02 -1.185677e-02
## Site1:Hours -4.427793e-04 -3.610286e-04 -3.318787e-04 -2.838924e-04 -2.105772e-04
## Oxygen1:Hours 6.373198e-04 5.969177e-04 5.814724e-04 5.449281e-04 4.918064e-04
## Site1:Oxygen1:Hours 4.631755e-04 4.023630e-04 3.713492e-04 3.382058e-04 2.984161e-04
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## (Intercept) 6.438994e-01 6.171578e-01 6.315086e-01 7.385307e-01 7.369487e-01
## Site1 -1.315297e-01 -1.324959e-01 -1.273327e-01 -7.708794e-02 -6.534307e-02
## Oxygen1 -3.218449e-03 -1.950991e-03 1.260930e-03 4.150834e-02 4.516576e-02
## Hours -4.914443e-04 -4.463057e-04 -4.838098e-04 -7.299189e-05 -1.000176e-05
## Lib.size -2.238533e-06 -1.560417e-06 -1.859667e-06 -1.929087e-06 -1.447984e-06
## Site1:Oxygen1 -1.257033e-02 -1.081648e-02 -1.113166e-02 -9.198661e-03 -7.982496e-03
## Site1:Hours -2.671423e-04 -2.557905e-04 -3.006745e-04 -2.931008e-04 -3.010607e-04
## Oxygen1:Hours 5.326488e-04 5.015906e-04 5.325585e-04 2.397698e-04 1.722155e-04
## Site1:Oxygen1:Hours 3.099752e-04 3.193298e-04 3.409005e-04 3.970360e-04 3.815181e-04
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## (Intercept) 7.328049e-01 7.330740e-01 7.333457e-01 7.239639e-01 6.426109e-01
## Site1 -7.078293e-02 -8.867394e-02 -1.060836e-01 -1.166468e-01 -1.254308e-01
## Oxygen1 4.376014e-02 3.866213e-02 2.916606e-02 1.367247e-02 7.118599e-03
## Hours -2.712271e-05 -1.323917e-04 -2.546779e-04 -4.130481e-04 -5.307921e-04
## Lib.size -1.605138e-06 -2.416210e-06 -3.237529e-06 -3.813943e-06 -2.484253e-06
## Site1:Oxygen1 -8.929382e-03 -1.038030e-02 -1.591691e-02 -2.403078e-02 -2.247910e-02
## Site1:Hours -3.005716e-04 -3.219878e-04 -3.620428e-04 -4.462984e-04 -4.824393e-04
## Oxygen1:Hours 1.906801e-04 2.932203e-04 3.959318e-04 5.141070e-04 6.049799e-04
## Site1:Oxygen1:Hours 3.850448e-04 4.105618e-04 4.351765e-04 4.701089e-04 5.140394e-04
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## (Intercept) 6.151332e-01 6.441119e-01 6.288845e-01 6.206232e-01 6.757906e-01
## Site1 -1.376255e-01 -1.524510e-01 -1.589242e-01 -1.549092e-01 -1.525127e-01
## Oxygen1 -5.451432e-03 -1.565786e-02 -2.220408e-02 -1.871817e-02 -1.978853e-02
## Hours -6.139024e-04 -6.159290e-04 -6.355442e-04 -6.049407e-04 -5.665106e-04
## Lib.size -1.632951e-06 -2.435034e-06 -1.991710e-06 -1.687820e-06 -2.789828e-06
## Site1:Oxygen1 -1.971655e-02 -2.417643e-02 -2.291392e-02 -1.741635e-02 -2.364942e-02
## Site1:Hours -4.537816e-04 -4.072487e-04 -4.220461e-04 -4.195121e-04 -3.778415e-04
## Oxygen1:Hours 6.679552e-04 6.601473e-04 6.669617e-04 6.336957e-04 5.752850e-04
## Site1:Oxygen1:Hours 4.953406e-04 4.443047e-04 4.556698e-04 4.387932e-04 3.687045e-04
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## (Intercept) 6.350473e-01 6.488737e-01 7.510304e-01 7.482334e-01 7.479519e-01
## Site1 -1.538803e-01 -1.522225e-01 -1.111866e-01 -8.628342e-02 -7.513779e-02
## Oxygen1 -2.075709e-02 -2.116565e-02 2.221812e-02 3.345608e-02 3.689987e-02
## Hours -5.880550e-04 -5.791431e-04 -2.817252e-04 -1.116776e-04 -5.520540e-05
## Lib.size -1.904695e-06 -2.077664e-06 -2.805823e-06 -1.734405e-06 -1.440602e-06
## Site1:Oxygen1 -1.954125e-02 -2.172215e-02 -1.543462e-02 -8.104051e-03 -7.606117e-03
## Site1:Hours -3.952449e-04 -3.766175e-04 -4.365742e-04 -3.489396e-04 -3.314605e-04
## Oxygen1:Hours 6.135245e-04 6.117079e-04 4.094324e-04 2.540779e-04 2.011281e-04
## Site1:Oxygen1:Hours 4.203232e-04 4.257251e-04 4.871051e-04 4.178641e-04 3.962289e-04
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## (Intercept) 7.438245e-01 7.108622e-01 6.938940e-01 6.527620e-01 6.467695e-01
## Site1 -8.471486e-02 -1.017817e-01 -1.163310e-01 -1.322136e-01 -1.379961e-01
## Oxygen1 3.315297e-02 2.430235e-02 1.255332e-02 -1.879457e-03 -6.938379e-03
## Hours -1.133790e-04 -2.970986e-04 -4.772860e-04 -5.560436e-04 -6.575598e-04
## Lib.size -1.886356e-06 -2.366098e-06 -2.852101e-06 -2.424097e-06 -2.566395e-06
## Site1:Oxygen1 -9.605018e-03 -1.671980e-02 -2.387758e-02 -3.338223e-02 -2.810456e-02
## Site1:Hours -3.636165e-04 -4.907372e-04 -5.935026e-04 -6.105293e-04 -5.718957e-04
## Oxygen1:Hours 2.658111e-04 4.454652e-04 5.924307e-04 6.502872e-04 7.180485e-04
## Site1:Oxygen1:Hours 4.338230e-04 5.497917e-04 6.178864e-04 6.523931e-04 5.817869e-04
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## (Intercept) 6.301914e-01 6.487573e-01 6.401586e-01 6.333828e-01 6.550389e-01
## Site1 -1.575165e-01 -1.580309e-01 -1.558857e-01 -1.584348e-01 -1.523829e-01
## Oxygen1 -2.763248e-02 -2.409940e-02 -2.248221e-02 -2.379354e-02 -2.006662e-02
## Hours -6.907985e-04 -7.080244e-04 -7.000200e-04 -6.988560e-04 -6.516158e-04
## Lib.size -1.717452e-06 -2.273539e-06 -2.089495e-06 -1.870792e-06 -2.274568e-06
## Site1:Oxygen1 -2.903076e-02 -2.871207e-02 -2.429206e-02 -2.454549e-02 -2.474323e-02
## Site1:Hours -5.122389e-04 -5.228545e-04 -5.122460e-04 -5.259768e-04 -4.741279e-04
## Oxygen1:Hours 7.023111e-04 6.913954e-04 6.863695e-04 6.934101e-04 6.453165e-04
## Site1:Oxygen1:Hours 5.136764e-04 4.795663e-04 4.642129e-04 4.987536e-04 4.528562e-04
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## (Intercept) 6.207038e-01 6.738691e-01 6.881107e-01 6.966364e-01 6.968529e-01
## Site1 -1.534508e-01 -1.420927e-01 -1.053366e-01 -9.794316e-02 -9.958446e-02
## Oxygen1 -2.220670e-02 -1.572404e-02 1.633845e-02 2.138499e-02 2.127928e-02
## Hours -6.487021e-04 -6.045358e-04 -4.741953e-04 -3.875685e-04 -3.623263e-04
## Lib.size -1.416863e-06 -2.442645e-06 -2.129946e-06 -1.949776e-06 -2.005244e-06
## Site1:Oxygen1 -1.974681e-02 -2.224273e-02 -2.227133e-02 -1.922334e-02 -1.928483e-02
## Site1:Hours -4.766760e-04 -4.140899e-04 -6.222725e-04 -5.719864e-04 -5.603376e-04
## Oxygen1:Hours 6.647216e-04 6.048005e-04 5.823937e-04 5.058914e-04 4.924302e-04
## Site1:Oxygen1:Hours 4.868637e-04 4.112697e-04 6.490959e-04 6.074885e-04 6.054000e-04
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## (Intercept) 6.762933e-01 6.873714e-01 6.488026e-01 6.702298e-01 6.537849e-01
## Site1 -1.002870e-01 -1.153097e-01 -1.136313e-01 -1.309833e-01 -1.484476e-01
## Oxygen1 1.660656e-02 4.686578e-03 4.152079e-03 -1.111157e-02 -2.050526e-02
## Hours -3.984978e-04 -5.096577e-04 -5.637453e-04 -6.534477e-04 -6.928032e-04
## Lib.size -1.776219e-06 -2.509561e-06 -2.079468e-06 -2.421041e-06 -2.443435e-06
## Site1:Oxygen1 -2.269108e-02 -3.125472e-02 -3.079281e-02 -3.362925e-02 -3.160785e-02
## Site1:Hours -5.952625e-04 -6.302544e-04 -6.304033e-04 -5.895071e-04 -5.136696e-04
## Oxygen1:Hours 5.218378e-04 6.249849e-04 6.537402e-04 6.832532e-04 7.101510e-04
## Site1:Oxygen1:Hours 6.394117e-04 6.780166e-04 6.633721e-04 5.719842e-04 5.014683e-04
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## (Intercept) 6.606784e-01 6.266851e-01 6.188820e-01 6.251025e-01 6.361098e-01
## Site1 -1.389482e-01 -1.444114e-01 -1.440337e-01 -1.499488e-01 -1.412410e-01
## Oxygen1 -1.174121e-02 -1.506927e-02 -1.277858e-02 -1.709879e-02 -1.192958e-02
## Hours -6.874854e-04 -7.522373e-04 -7.221059e-04 -7.372905e-04 -7.279266e-04
## Lib.size -2.672908e-06 -1.930843e-06 -1.729091e-06 -1.794613e-06 -1.910573e-06
## Site1:Oxygen1 -3.436761e-02 -2.984963e-02 -2.929627e-02 -3.225860e-02 -2.550304e-02
## Site1:Hours -5.826950e-04 -6.387972e-04 -6.279881e-04 -6.343382e-04 -6.141527e-04
## Oxygen1:Hours 7.467417e-04 7.828782e-04 7.434711e-04 7.604927e-04 7.452319e-04
## Site1:Oxygen1:Hours 6.202257e-04 6.311899e-04 6.114834e-04 6.325554e-04 5.886441e-04
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## (Intercept) 6.549094e-01 6.367100e-01 7.089878e-01 7.250587e-01 6.895253e-01
## Site1 -1.416839e-01 -1.437427e-01 -1.103440e-01 -9.292828e-02 -1.189311e-01
## Oxygen1 -1.142046e-02 -1.226630e-02 -2.691099e-03 -5.005657e-03 -6.046020e-03
## Hours -7.308282e-04 -7.367442e-04 -6.774696e-04 -6.180544e-04 -6.945206e-04
## Lib.size -2.330901e-06 -2.031969e-06 -3.062466e-06 -1.932780e-06 -2.785388e-06
## Site1:Oxygen1 -2.845692e-02 -2.695545e-02 -2.960355e-02 -2.219815e-02 -2.981076e-02
## Site1:Hours -6.250171e-04 -6.121650e-04 -6.067610e-04 -5.442250e-04 -6.165473e-04
## Oxygen1:Hours 7.386589e-04 7.542175e-04 7.123753e-04 6.579856e-04 7.348133e-04
## Site1:Oxygen1:Hours 5.987317e-04 6.022744e-04 5.934693e-04 5.402408e-04 6.078008e-04
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## (Intercept) 7.076594e-01 6.868924e-01 6.506776e-01 6.893740e-01 6.665208e-01
## Site1 -1.084751e-01 -1.218950e-01 -1.234206e-01 -1.328204e-01 -1.341872e-01
## Oxygen1 -5.132906e-03 -7.532952e-03 -8.474983e-03 -5.509039e-03 -8.128438e-03
## Hours -6.941792e-04 -6.896045e-04 -7.268457e-04 -6.720369e-04 -7.353736e-04
## Lib.size -2.597791e-06 -2.606468e-06 -1.943994e-06 -3.205269e-06 -2.835996e-06
## Site1:Oxygen1 -2.684875e-02 -3.115930e-02 -2.734038e-02 -3.429871e-02 -3.220750e-02
## Site1:Hours -5.843399e-04 -6.341963e-04 -6.091541e-04 -6.180776e-04 -6.297153e-04
## Oxygen1:Hours 7.326778e-04 7.227650e-04 7.313724e-04 7.068562e-04 7.741258e-04
## Site1:Oxygen1:Hours 5.802068e-04 6.159264e-04 5.494339e-04 5.969171e-04 6.219927e-04
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## (Intercept) 7.941146e-01 7.373449e-01 7.404941e-01 7.459114e-01 7.800201e-01
## Site1 1.479162e-01 1.458374e-01 1.410785e-01 1.407658e-01 1.338437e-01
## Oxygen1 -6.641822e-02 -6.754478e-02 -6.858011e-02 -6.938618e-02 -6.789308e-02
## Hours -1.880314e-04 -1.954219e-04 -1.957681e-04 -1.856629e-04 -1.964708e-04
## Lib.size -5.149811e-06 -4.027613e-06 -4.081613e-06 -4.096216e-06 -4.704751e-06
## Site1:Oxygen1 6.558865e-02 6.499109e-02 6.443588e-02 6.573591e-02 6.257684e-02
## Site1:Hours 8.371308e-05 7.756171e-05 7.258538e-05 7.135628e-05 7.415501e-05
## Oxygen1:Hours 3.670658e-04 3.949962e-04 3.837011e-04 3.843833e-04 3.648421e-04
## Site1:Oxygen1:Hours -2.951017e-04 -3.272007e-04 -3.076237e-04 -3.269624e-04 -2.841287e-04
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## (Intercept) 7.266465e-01 7.094160e-01 6.282970e-01 8.197370e-01 7.993654e-01
## Site1 1.391996e-01 1.452277e-01 -1.582381e-02 1.353750e-01 1.395422e-01
## Oxygen1 -6.654074e-02 -5.922549e-02 3.248593e-02 -4.888497e-02 -4.779339e-02
## Hours -1.961700e-04 -2.091713e-04 -2.309514e-05 -2.034855e-04 -1.982831e-04
## Lib.size -3.703786e-06 -3.411505e-06 1.003765e-06 -4.961859e-06 -4.893747e-06
## Site1:Oxygen1 6.275130e-02 5.790242e-02 -1.363531e-02 4.996268e-02 5.091179e-02
## Site1:Hours 6.517809e-05 9.654828e-05 -3.600382e-04 1.280949e-04 1.625133e-04
## Oxygen1:Hours 3.984412e-04 3.878583e-04 1.516430e-04 3.201244e-04 3.171915e-04
## Site1:Oxygen1:Hours -3.347121e-04 -3.255055e-04 3.829080e-04 -2.534726e-04 -2.836482e-04
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## (Intercept) 8.495617e-01 8.072543e-01 8.667196e-01 8.725157e-01 7.461037e-01
## Site1 1.397565e-01 1.472769e-01 1.404808e-01 1.345675e-01 1.521011e-01
## Oxygen1 -4.758020e-02 -5.007445e-02 -4.873116e-02 -5.018579e-02 -6.052091e-02
## Hours -2.176966e-04 -2.330217e-04 -2.037781e-04 -1.996709e-04 -2.046437e-04
## Lib.size -5.982302e-06 -5.428592e-06 -6.239562e-06 -6.250794e-06 -4.326519e-06
## Site1:Oxygen1 5.089581e-02 5.340496e-02 5.285173e-02 5.251546e-02 6.107152e-02
## Site1:Hours 1.389663e-04 1.599801e-04 1.277449e-04 1.078244e-04 1.136277e-04
## Oxygen1:Hours 3.135983e-04 3.436979e-04 3.045405e-04 3.005248e-04 3.725734e-04
## Site1:Oxygen1:Hours -2.422961e-04 -2.803525e-04 -2.302765e-04 -2.127919e-04 -3.089137e-04
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## (Intercept) 7.731406e-01 7.717418e-01 7.370820e-01 7.940358e-01 7.351977e-01
## Site1 1.449954e-01 1.413230e-01 1.469666e-01 1.265448e-01 1.155356e-01
## Oxygen1 -4.787095e-02 -4.537922e-02 -5.527125e-02 -4.083891e-02 -6.455605e-02
## Hours -2.923992e-04 -3.138918e-04 -2.453248e-04 -3.809656e-04 -2.594881e-04
## Lib.size -4.554795e-06 -4.294758e-06 -3.657708e-06 -4.143139e-06 -3.245253e-06
## Site1:Oxygen1 4.925559e-02 4.610008e-02 5.546550e-02 4.011908e-02 5.569916e-02
## Site1:Hours 2.636080e-04 3.035198e-04 2.438504e-04 3.424852e-04 1.275663e-04
## Oxygen1:Hours 2.722799e-04 2.404208e-04 2.786943e-04 2.155133e-04 3.440540e-04
## Site1:Oxygen1:Hours -2.137513e-04 -1.750137e-04 -2.499055e-04 -1.038791e-04 -2.553647e-04
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## (Intercept) 7.843268e-01 7.760502e-01 6.904851e-01 8.005718e-01 7.849441e-01
## Site1 1.205493e-01 1.284862e-01 -6.068632e-02 1.317202e-01 1.338107e-01
## Oxygen1 -6.441223e-02 -6.577077e-02 -5.883853e-02 -4.401812e-02 -5.438778e-02
## Hours -2.749840e-04 -2.750030e-04 -3.275436e-04 -3.647936e-04 -3.153936e-04
## Lib.size -4.458327e-06 -4.409098e-06 -3.959322e-06 -4.499718e-06 -4.627369e-06
## Site1:Oxygen1 5.548032e-02 5.819317e-02 1.784287e-03 4.480765e-02 5.230459e-02
## Site1:Hours 1.451958e-04 1.527914e-04 -4.699888e-05 2.870025e-04 2.453908e-04
## Oxygen1:Hours 3.156320e-04 3.120834e-04 3.389453e-04 2.491063e-04 2.706884e-04
## Site1:Oxygen1:Hours -1.996642e-04 -2.026760e-04 -7.367175e-05 -1.245475e-04 -1.668762e-04
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## (Intercept) 8.504701e-01 8.489911e-01 8.074070e-01 8.563683e-01 8.413754e-01
## Site1 9.479600e-02 1.288557e-01 1.409724e-01 1.349023e-01 1.267678e-01
## Oxygen1 -2.792926e-02 -4.252580e-02 -3.939412e-02 -4.690635e-02 -3.573105e-02
## Hours -2.758324e-04 -2.354102e-04 -2.584539e-04 -2.430779e-04 -3.111314e-04
## Lib.size -3.872441e-06 -5.526082e-06 -4.898318e-06 -5.738761e-06 -5.199956e-06
## Site1:Oxygen1 2.798076e-02 4.546699e-02 4.339144e-02 4.999474e-02 3.858437e-02
## Site1:Hours 2.474541e-04 2.241995e-04 2.458371e-04 1.804329e-04 3.127634e-04
## Oxygen1:Hours 1.766780e-04 2.335631e-04 2.458160e-04 2.715982e-04 1.956837e-04
## Site1:Oxygen1:Hours -1.089235e-04 -1.903749e-04 -2.044859e-04 -2.220295e-04 -1.213495e-04
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## (Intercept) 8.005654e-01 0.8088919192 7.559288e-01 7.080020e-01 7.500441e-01
## Site1 1.491546e-01 0.1465820761 1.529151e-01 1.485905e-01 1.544090e-01
## Oxygen1 -6.293629e-02 -0.0648847848 -6.719333e-02 -6.225119e-02 -6.510339e-02
## Hours -2.233964e-04 -0.0001944306 -1.859604e-04 -1.920352e-04 -1.630588e-04
## Lib.size -5.204787e-06 -0.0000052516 -4.307012e-06 -3.181541e-06 -4.141199e-06
## Site1:Oxygen1 6.247016e-02 0.0643838339 6.702015e-02 6.128919e-02 6.600220e-02
## Site1:Hours 1.407570e-04 0.0001217039 1.211701e-04 1.470338e-04 1.262488e-04
## Oxygen1:Hours 3.395360e-04 0.0003359012 3.562366e-04 3.422929e-04 3.317832e-04
## Site1:Oxygen1:Hours -2.628811e-04 -0.0002733170 -3.260202e-04 -3.346812e-04 -3.224930e-04
## [,186] [,187] [,188] [,189] [,190]
## (Intercept) 7.164380e-01 7.571486e-01 8.577097e-01 8.118962e-01 8.403733e-01
## Site1 1.475874e-01 1.457951e-01 1.341784e-01 1.478595e-01 1.364110e-01
## Oxygen1 -5.749453e-02 -5.126643e-02 -5.171059e-02 -5.229513e-02 -4.422587e-02
## Hours -2.178311e-04 -2.866302e-04 -1.820181e-04 -2.162664e-04 -2.015008e-04
## Lib.size -3.488614e-06 -4.162385e-06 -5.425197e-06 -5.121652e-06 -5.140055e-06
## Site1:Oxygen1 5.690313e-02 5.146668e-02 5.444326e-02 5.434242e-02 4.808785e-02
## Site1:Hours 1.800342e-04 2.502354e-04 1.446712e-04 1.876652e-04 2.360167e-04
## Oxygen1:Hours 3.208261e-04 2.819424e-04 2.772593e-04 3.022987e-04 2.375261e-04
## Site1:Oxygen1:Hours -2.926301e-04 -2.139402e-04 -2.343572e-04 -2.511911e-04 -2.338369e-04
## [,191] [,192] [,193] [,194] [,195]
## (Intercept) 8.065596e-01 8.031899e-01 7.618713e-01 7.657796e-01 7.741949e-01
## Site1 1.506630e-01 1.560452e-01 1.586412e-01 1.433350e-01 1.593484e-01
## Oxygen1 -4.471509e-02 -4.937412e-02 -4.885183e-02 -4.183868e-02 -6.000945e-02
## Hours -2.337432e-04 -2.182139e-04 -2.377512e-04 -3.432583e-04 -2.197838e-04
## Lib.size -5.118594e-06 -5.258971e-06 -4.523485e-06 -4.234325e-06 -4.860520e-06
## Site1:Oxygen1 4.974674e-02 5.430065e-02 5.287930e-02 4.347825e-02 6.220013e-02
## Site1:Hours 2.250925e-04 2.111489e-04 2.120599e-04 2.787339e-04 1.491014e-04
## Oxygen1:Hours 2.850216e-04 3.066237e-04 3.301735e-04 3.055614e-04 3.700541e-04
## Site1:Oxygen1:Hours -2.391945e-04 -2.775239e-04 -2.957473e-04 -2.053299e-04 -3.132305e-04
## [,196] [,197] [,198] [,199] [,200]
## (Intercept) 7.417837e-01 7.571484e-01 7.509154e-01 7.394169e-01 7.192103e-01
## Site1 1.516202e-01 1.465978e-01 1.397312e-01 1.404432e-01 1.342573e-01
## Oxygen1 -6.642490e-02 -6.918131e-02 -6.885768e-02 -6.510882e-02 -6.523578e-02
## Hours -1.678931e-04 -1.638607e-04 -1.962477e-04 -1.508808e-04 -1.937807e-04
## Lib.size -3.768866e-06 -4.012485e-06 -3.918975e-06 -3.277672e-06 -2.805980e-06
## Site1:Oxygen1 6.613593e-02 6.718945e-02 6.428019e-02 6.377790e-02 6.205519e-02
## Site1:Hours 1.066708e-04 9.571539e-05 9.846250e-05 1.367098e-04 1.126103e-04
## Oxygen1:Hours 3.483906e-04 3.381655e-04 3.431425e-04 3.081990e-04 3.566142e-04
## Site1:Oxygen1:Hours -3.231916e-04 -3.068433e-04 -2.904525e-04 -3.303764e-04 -3.675846e-04
## [,201] [,202] [,203] [,204] [,205]
## (Intercept) 7.821771e-01 5.920116e-01 5.906067e-01 7.730595e-01 8.112689e-01
## Site1 1.369481e-01 7.937843e-02 5.918301e-02 1.353145e-01 2.031253e-02
## Oxygen1 -6.970755e-02 -1.388235e-02 -2.516173e-03 -5.412948e-02 -1.061056e-02
## Hours -1.764422e-04 -1.584167e-04 -1.116210e-04 -1.960727e-04 -1.380781e-05
## Lib.size -4.350908e-06 2.403930e-06 3.489773e-06 -3.721011e-06 1.898361e-06
## Site1:Oxygen1 6.520271e-02 1.219430e-02 1.037935e-03 5.386869e-02 9.285060e-03
## Site1:Hours 9.878618e-05 1.892252e-04 1.455153e-04 1.689128e-04 2.472646e-05
## Oxygen1:Hours 3.220666e-04 1.431371e-04 1.049510e-04 2.920825e-04 3.515588e-05
## Site1:Oxygen1:Hours -2.737513e-04 -2.660216e-04 -1.759913e-04 -2.627925e-04 -4.584363e-05
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## (Intercept) 8.592671e-01 8.022117e-01 7.916019e-01 7.789173e-01 0.7364358111
## Site1 5.302888e-03 1.492362e-01 1.563587e-01 1.573584e-01 0.1537596471
## Oxygen1 -1.608538e-02 -5.622284e-02 -5.646357e-02 -6.064549e-02 -0.0556694614
## Hours -1.970772e-05 -2.088671e-04 -1.890046e-04 -1.920500e-04 -0.0001757450
## Lib.size 2.192662e-06 -4.976017e-06 -4.936891e-06 -4.751283e-06 -0.0000035814
## Site1:Oxygen1 1.421607e-02 5.820695e-02 5.993228e-02 6.304693e-02 0.0579913235
## Site1:Hours 1.605344e-05 1.633486e-04 1.597841e-04 1.334004e-04 0.0001352100
## Oxygen1:Hours 3.195222e-05 3.216807e-04 3.148811e-04 3.408968e-04 0.0003192503
## Site1:Oxygen1:Hours -4.802221e-05 -2.691587e-04 -2.811099e-04 -2.957682e-04 -0.0003065542
## [,211] [,212] [,213] [,214] [,215]
## (Intercept) 7.909879e-01 7.982159e-01 8.374668e-01 6.541663e-01 7.410272e-01
## Site1 1.432954e-01 1.330786e-01 1.071262e-01 1.238478e-01 1.390795e-01
## Oxygen1 -4.256581e-02 -3.310043e-02 -2.386526e-02 -2.698831e-02 -6.082601e-02
## Hours -3.562319e-04 -3.942453e-04 -3.665485e-04 -3.410322e-04 -2.593252e-04
## Lib.size -4.686335e-06 -4.413880e-06 -3.905148e-06 -8.393219e-07 -3.611591e-06
## Site1:Oxygen1 4.531140e-02 3.597266e-02 2.531620e-02 2.516512e-02 5.803632e-02
## Site1:Hours 2.976105e-04 3.378431e-04 3.500594e-04 3.267286e-04 2.450921e-04
## Oxygen1:Hours 2.553611e-04 2.235795e-04 1.453155e-04 2.522806e-04 2.885076e-04
## Site1:Oxygen1:Hours -1.559276e-04 -1.141855e-04 -5.554062e-05 -2.181753e-04 -2.745368e-04
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## (Intercept) 7.574742e-01 8.585181e-01 8.278939e-01 8.419674e-01 8.166506e-01
## Site1 1.322529e-01 9.706539e-02 1.282625e-01 1.190463e-01 1.316686e-01
## Oxygen1 -5.526435e-02 -1.457791e-02 -3.582053e-02 -3.376711e-02 -4.630270e-02
## Hours -3.489187e-04 -3.221290e-04 -3.686575e-04 -3.637551e-04 -3.513111e-04
## Lib.size -3.911733e-06 -3.547884e-06 -4.732278e-06 -4.794828e-06 -4.902828e-06
## Site1:Oxygen1 5.165623e-02 1.615912e-02 3.837120e-02 3.469960e-02 4.611321e-02
## Site1:Hours 2.712895e-04 3.105637e-04 3.262255e-04 3.167182e-04 2.902850e-04
## Oxygen1:Hours 2.764933e-04 1.016838e-04 1.900796e-04 1.746892e-04 2.331663e-04
## Site1:Oxygen1:Hours -1.786598e-04 -8.036932e-06 -8.279221e-05 -4.711989e-05 -1.207270e-04
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## (Intercept) 8.550209e-01 8.373531e-01 8.245550e-01 8.191091e-01 8.166229e-01
## Site1 1.169722e-01 1.307045e-01 1.318514e-01 1.423505e-01 1.321871e-01
## Oxygen1 -2.800363e-02 -3.748844e-02 -3.538708e-02 -4.480736e-02 -3.219743e-02
## Hours -3.127595e-04 -2.717629e-04 -3.556804e-04 -3.172201e-04 -3.704609e-04
## Lib.size -4.733435e-06 -4.834490e-06 -4.872340e-06 -5.304966e-06 -4.716931e-06
## Site1:Oxygen1 3.048636e-02 4.017083e-02 3.818054e-02 4.763526e-02 3.588401e-02
## Site1:Hours 3.110307e-04 2.631054e-04 3.093344e-04 2.583267e-04 3.283277e-04
## Oxygen1:Hours 1.509752e-04 1.937536e-04 2.256954e-04 2.644562e-04 2.027713e-04
## Site1:Oxygen1:Hours -7.596278e-05 -1.616080e-04 -1.313843e-04 -1.721208e-04 -1.014968e-04
## [,226] [,227] [,228] [,229] [,230]
## (Intercept) 5.461750e-01 5.648377e-01 5.350066e-01 5.389917e-01 8.119013e-01
## Site1 1.258951e-01 1.279300e-01 1.194425e-01 1.216212e-01 1.339915e-01
## Oxygen1 5.591778e-02 4.679571e-02 4.421147e-02 4.421196e-02 1.053204e-03
## Hours -9.757455e-05 -1.726655e-04 -1.460102e-04 -1.481595e-04 -2.960549e-04
## Lib.size 1.362925e-06 7.155778e-07 1.643949e-06 1.453316e-06 -5.044308e-06
## Site1:Oxygen1 -4.410411e-02 -3.785869e-02 -3.817839e-02 -3.879333e-02 9.283799e-03
## Site1:Hours -2.764198e-05 3.673705e-05 3.484158e-05 4.166993e-05 1.801077e-04
## Oxygen1:Hours 1.229389e-04 1.929307e-04 1.513721e-04 1.561527e-04 3.513895e-04
## Site1:Oxygen1:Hours 2.978195e-05 -4.345253e-05 -3.019536e-05 -3.532299e-05 -2.372983e-04
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## (Intercept) 5.308077e-01 5.274458e-01 5.639902e-01 6.503876e-01 6.491427e-01
## Site1 1.046426e-01 1.104941e-01 1.216424e-01 -1.494093e-02 -1.347576e-02
## Oxygen1 5.250564e-02 5.595875e-02 4.319353e-02 4.013276e-02 3.768059e-02
## Hours -2.819254e-05 -2.408223e-05 -1.134408e-04 1.399778e-04 1.198176e-04
## Lib.size 2.781851e-06 2.406095e-06 1.162879e-06 2.228182e-06 2.469673e-06
## Site1:Oxygen1 -4.444021e-02 -4.471663e-02 -3.599376e-02 -2.887884e-02 -2.824900e-02
## Site1:Hours -4.988362e-05 -5.150749e-05 2.798810e-05 -4.562863e-04 -4.193746e-04
## Oxygen1:Hours 2.478544e-05 2.804057e-05 1.060302e-04 -8.429081e-05 -8.457290e-05
## Site1:Oxygen1:Hours 7.893342e-05 6.750881e-05 -3.079372e-05 5.013751e-04 4.627155e-04
## [,236] [,237] [,238] [,239] [,240]
## (Intercept) 6.019723e-01 6.075112e-01 5.843603e-01 5.772191e-01 5.860315e-01
## Site1 8.921285e-02 9.547758e-02 1.015554e-01 1.162515e-01 1.229052e-01
## Oxygen1 7.623661e-02 7.896116e-02 7.863494e-02 7.363368e-02 6.084825e-02
## Hours 2.890814e-04 3.095712e-04 2.463837e-04 1.032057e-04 -5.423082e-05
## Lib.size 1.939953e-06 1.778297e-06 2.054563e-06 1.391468e-06 8.258721e-07
## Site1:Oxygen1 -4.754682e-02 -4.916481e-02 -5.006388e-02 -5.147006e-02 -4.558901e-02
## Site1:Hours -3.350089e-04 -3.375571e-04 -3.007284e-04 -2.358201e-04 -1.027656e-04
## Oxygen1:Hours -2.204251e-04 -2.333458e-04 -1.854617e-04 -5.012890e-05 9.785488e-05
## Site1:Oxygen1:Hours 3.780478e-04 3.919895e-04 3.416216e-04 2.834965e-04 1.288071e-04
## [,241] [,242] [,243] [,244] [,245]
## (Intercept) 5.247159e-01 5.427760e-01 5.776524e-01 5.429224e-01 5.451867e-01
## Site1 1.021765e-01 1.270746e-01 1.304404e-01 1.102360e-01 1.240819e-01
## Oxygen1 6.097280e-02 5.466253e-02 4.392872e-02 5.517280e-02 4.851979e-02
## Hours 5.590537e-05 -8.182997e-05 -1.587176e-04 5.121936e-05 -7.899095e-05
## Lib.size 3.316381e-06 1.592364e-06 5.759128e-07 2.776523e-06 1.686677e-06
## Site1:Oxygen1 -4.669107e-02 -4.434104e-02 -3.679470e-02 -4.543595e-02 -4.114419e-02
## Site1:Hours -5.834507e-05 -2.011539e-05 6.418211e-05 -5.802036e-05 8.557563e-06
## Oxygen1:Hours -5.510027e-05 8.814657e-05 1.639267e-04 -6.971381e-05 7.438137e-05
## Site1:Oxygen1:Hours 8.278320e-05 3.259522e-05 -2.871188e-05 7.256404e-05 6.564767e-06
## [,246] [,247] [,248] [,249] [,250]
## (Intercept) 5.300559e-01 5.317648e-01 5.415998e-01 8.071474e-01 5.832416e-01
## Site1 1.139685e-01 1.118483e-01 1.060433e-01 1.308046e-01 9.547288e-02
## Oxygen1 4.952024e-02 4.936780e-02 5.280318e-02 -2.189817e-04 7.942812e-02
## Hours -3.912568e-05 -2.201503e-05 5.508985e-05 -3.010703e-04 2.545102e-04
## Lib.size 2.368965e-06 2.451796e-06 2.819796e-06 -4.821865e-06 2.263690e-06
## Site1:Oxygen1 -4.307105e-02 -4.247494e-02 -4.344323e-02 9.276490e-03 -5.126189e-02
## Site1:Hours -1.879615e-05 -1.633247e-05 -5.311974e-05 1.834012e-04 -3.020066e-04
## Oxygen1:Hours 2.741452e-05 9.950424e-06 -6.801189e-05 3.380447e-04 -1.941337e-04
## Site1:Oxygen1:Hours 3.839628e-05 3.610681e-05 6.742859e-05 -2.062399e-04 3.628238e-04
## [,251] [,252] [,253] [,254] [,255]
## (Intercept) 6.073126e-01 6.014882e-01 5.915121e-01 5.530888e-01 5.583113e-01
## Site1 9.272604e-02 9.036250e-02 9.943820e-02 1.093818e-01 1.213843e-01
## Oxygen1 7.925523e-02 7.655269e-02 7.615612e-02 7.006100e-02 6.058209e-02
## Hours 2.807699e-04 2.541873e-04 2.060619e-04 5.753877e-05 -8.342562e-05
## Lib.size 2.050582e-06 2.373411e-06 2.168084e-06 2.334727e-06 1.444481e-06
## Site1:Oxygen1 -4.931457e-02 -4.857408e-02 -5.053286e-02 -5.120042e-02 -4.596174e-02
## Site1:Hours -3.186980e-04 -2.981233e-04 -2.795059e-04 -1.751207e-04 -6.254643e-05
## Oxygen1:Hours -2.140705e-04 -1.982654e-04 -1.529368e-04 -2.713169e-05 1.129231e-04
## Site1:Oxygen1:Hours 3.763046e-04 3.545424e-04 3.349693e-04 2.247534e-04 1.114260e-04
## [,256] [,257] [,258] [,259] [,260]
## (Intercept) 5.107500e-01 5.091604e-01 5.240875e-01 5.081952e-01 5.286313e-01
## Site1 1.107964e-01 1.071510e-01 1.076957e-01 9.832383e-02 1.152120e-01
## Oxygen1 4.996436e-02 5.123458e-02 4.123356e-02 5.012341e-02 4.943264e-02
## Hours -1.676257e-04 -1.122759e-04 -2.424294e-04 -8.192636e-05 -1.557203e-04
## Lib.size 2.578851e-06 3.012523e-06 2.282381e-06 3.368942e-06 2.151076e-06
## Site1:Oxygen1 -4.235054e-02 -4.283548e-02 -3.643296e-02 -4.153349e-02 -4.142963e-02
## Site1:Hours 7.253800e-05 5.069904e-05 1.191438e-04 3.986690e-05 6.806756e-05
## Oxygen1:Hours 1.656231e-04 1.073681e-04 2.420262e-04 6.990274e-05 1.520908e-04
## Site1:Oxygen1:Hours -5.555735e-05 -3.650202e-05 -9.672068e-05 -2.310441e-05 -5.563719e-05
## [,261] [,262] [,263] [,264] [,265]
## (Intercept) 5.318221e-01 5.413677e-01 5.602744e-01 5.329298e-01 5.415492e-01
## Site1 1.155883e-01 1.171970e-01 9.333907e-02 1.020313e-01 1.180357e-01
## Oxygen1 4.474339e-02 4.499236e-02 6.552579e-02 6.727464e-02 6.416410e-02
## Hours -2.060029e-04 -2.146974e-04 4.048750e-05 2.376927e-06 -1.103163e-04
## Lib.size 1.919570e-06 1.653290e-06 2.522086e-06 2.835868e-06 1.798004e-06
## Site1:Oxygen1 -3.844262e-02 -3.754072e-02 -4.519088e-02 -4.879416e-02 -4.842414e-02
## Site1:Hours 9.941676e-05 1.069555e-04 -8.902484e-05 -6.492677e-05 -1.198620e-05
## Oxygen1:Hours 2.013263e-04 2.121681e-04 -7.654011e-06 1.599681e-05 1.331760e-04
## Site1:Oxygen1:Hours -9.468250e-05 -9.983173e-05 1.419326e-04 1.136499e-04 5.934861e-05
## [,266] [,267] [,268] [,269] [,270]
## (Intercept) 5.231495e-01 5.649073e-01 5.263448e-01 5.114719e-01 5.223871e-01
## Site1 1.135557e-01 1.255632e-01 1.166494e-01 1.059562e-01 1.153149e-01
## Oxygen1 6.008012e-02 5.368499e-02 5.513045e-02 5.644134e-02 5.299081e-02
## Hours -1.223501e-04 -2.016072e-04 -1.618683e-04 -7.446778e-05 -1.439260e-04
## Lib.size 2.314583e-06 8.730693e-07 2.188703e-06 3.085767e-06 2.305059e-06
## Site1:Oxygen1 -4.694294e-02 -4.083099e-02 -4.342082e-02 -4.506675e-02 -4.300462e-02
## Site1:Hours 2.979446e-05 7.897364e-05 6.704331e-05 1.765563e-05 5.117005e-05
## Oxygen1:Hours 1.302216e-04 2.240195e-04 1.659339e-04 7.147837e-05 1.481814e-04
## Site1:Oxygen1:Hours 1.305963e-05 -4.089893e-05 -4.786404e-05 -3.669803e-06 -3.390016e-05
## [,271] [,272] [,273] [,274] [,275]
## (Intercept) 5.360936e-01 5.221440e-01 5.152450e-01 5.245913e-01 5.431475e-01
## Site1 9.495087e-02 9.507402e-02 7.990981e-02 9.440779e-02 9.837024e-02
## Oxygen1 3.640455e-02 3.723220e-02 3.441007e-02 2.896840e-02 2.497446e-02
## Hours -3.545208e-04 -3.164146e-04 -2.302928e-04 -3.517327e-04 -4.008204e-04
## Lib.size 2.336227e-06 2.732848e-06 3.599887e-06 2.433445e-06 1.698008e-06
## Site1:Oxygen1 -3.015457e-02 -3.189061e-02 -2.978439e-02 -2.695495e-02 -2.293411e-02
## Site1:Hours 2.198140e-04 2.095666e-04 1.750518e-04 2.558816e-04 2.811664e-04
## Oxygen1:Hours 3.691245e-04 3.199290e-04 2.193178e-04 3.466111e-04 3.990985e-04
## Site1:Oxygen1:Hours -2.152843e-04 -2.199394e-04 -1.844472e-04 -2.517480e-04 -2.924742e-04
## [,276] [,277] [,278] [,279] [,280]
## (Intercept) 7.967778e-01 5.231944e-01 5.838660e-01 5.860942e-01 6.042025e-01
## Site1 1.247912e-01 8.479061e-02 1.098733e-01 1.124661e-01 7.591309e-02
## Oxygen1 -9.663187e-03 3.469952e-02 2.936729e-02 3.282724e-02 7.064176e-02
## Hours -4.472992e-04 -2.299538e-04 -3.680869e-04 -3.557211e-04 1.229706e-04
## Lib.size -4.821312e-06 3.248433e-06 7.081809e-07 6.769208e-07 2.475757e-06
## Site1:Oxygen1 1.608069e-02 -2.986053e-02 -2.412041e-02 -2.520831e-02 -4.225398e-02
## Site1:Hours 3.015054e-04 1.751878e-04 2.389363e-04 2.304048e-04 -1.665205e-04
## Oxygen1:Hours 4.976246e-04 2.172043e-04 3.617283e-04 3.537288e-04 -6.364546e-05
## Site1:Oxygen1:Hours -3.723729e-04 -1.795117e-04 -2.433650e-04 -2.373260e-04 2.220872e-04
## [,281] [,282] [,283] [,284] [,285]
## (Intercept) 6.124128e-01 6.089182e-01 5.971908e-01 5.770557e-01 5.595170e-01
## Site1 7.584979e-02 9.888131e-02 8.023174e-02 9.311292e-02 9.897429e-02
## Oxygen1 6.957481e-02 6.572895e-02 6.052480e-02 5.777538e-02 4.542616e-02
## Hours 1.337933e-04 -3.946588e-05 -4.102628e-05 -1.624067e-04 -3.124534e-04
## Lib.size 2.464723e-06 1.144121e-06 2.694949e-06 2.264786e-06 1.944856e-06
## Site1:Oxygen1 -4.170479e-02 -4.143043e-02 -4.018405e-02 -4.050918e-02 -3.406974e-02
## Site1:Hours -1.704431e-04 -9.709444e-05 -6.539627e-05 1.851062e-05 1.707793e-04
## Oxygen1:Hours -7.629391e-05 1.006001e-04 7.428268e-05 1.925766e-04 3.354618e-04
## Site1:Oxygen1:Hours 2.217509e-04 1.524574e-04 1.054964e-04 1.954598e-05 -1.541228e-04
## [,286] [,287] [,288] [,289] [,290]
## (Intercept) 7.506004e-01 5.384580e-01 8.067122e-01 5.320710e-01 5.857758e-01
## Site1 1.216707e-01 9.521816e-02 1.270265e-01 1.059872e-01 1.159826e-01
## Oxygen1 9.569304e-03 3.603480e-02 1.792360e-03 4.320799e-02 3.881706e-02
## Hours -5.333535e-04 -3.003305e-04 -4.435985e-04 -3.099786e-04 -3.517861e-04
## Lib.size -3.829127e-06 2.429838e-06 -4.985802e-06 2.086136e-06 5.236056e-07
## Site1:Oxygen1 -5.995611e-04 -3.095760e-02 9.949775e-03 -3.657978e-02 -3.039478e-02
## Site1:Hours 3.945275e-04 2.244181e-04 2.841219e-04 1.923567e-04 2.258056e-04
## Oxygen1:Hours 5.471309e-04 3.011221e-04 5.008804e-04 3.051776e-04 3.635022e-04
## Site1:Oxygen1:Hours -3.648802e-04 -1.749482e-04 -3.392478e-04 -1.647273e-04 -1.988287e-04
## [,291] [,292] [,293] [,294] [,295]
## (Intercept) 5.289657e-01 5.833951e-01 5.649359e-01 6.852194e-01 6.801569e-01
## Site1 1.013521e-01 1.103540e-01 1.062988e-01 9.528696e-02 1.186728e-01
## Oxygen1 3.650607e-02 2.723845e-02 2.949411e-02 2.182832e-02 2.235495e-02
## Hours -3.487922e-04 -4.238155e-04 -3.962136e-04 -4.334062e-04 -4.852742e-04
## Lib.size 2.013251e-06 1.960805e-07 9.232486e-07 -7.032784e-07 -1.761936e-06
## Site1:Oxygen1 -3.100414e-02 -2.077237e-02 -2.367754e-02 -1.648335e-02 -1.419781e-02
## Site1:Hours 2.178047e-04 2.732775e-04 2.495755e-04 3.225883e-04 3.434638e-04
## Oxygen1:Hours 3.499725e-04 4.398379e-04 4.040969e-04 4.138569e-04 5.086955e-04
## Site1:Oxygen1:Hours -2.028122e-04 -2.808722e-04 -2.610252e-04 -2.154189e-04 -3.179147e-04
## [,296] [,297] [,298] [,299] [,300]
## (Intercept) 6.328224e-01 7.928224e-01 7.571322e-01 7.370159e-01 7.699806e-01
## Site1 1.145720e-01 1.207945e-01 1.244699e-01 1.271028e-01 1.252406e-01
## Oxygen1 2.864942e-02 9.984212e-03 1.346809e-02 1.619941e-02 9.995241e-03
## Hours -4.331167e-04 -5.051250e-04 -5.160891e-04 -5.071366e-04 -5.210428e-04
## Lib.size -3.068239e-07 -4.330290e-06 -3.805951e-06 -3.400160e-06 -4.190080e-06
## Site1:Oxygen1 -2.097430e-02 4.028937e-04 -2.820187e-03 -4.998459e-03 6.442368e-04
## Site1:Hours 2.985477e-04 3.741236e-04 3.861143e-04 3.673039e-04 3.744999e-04
## Oxygen1:Hours 4.507932e-04 5.009808e-04 5.390436e-04 5.389895e-04 5.383028e-04
## Site1:Oxygen1:Hours -2.958859e-04 -3.232986e-04 -3.578527e-04 -3.731238e-04 -3.630860e-04
##
## $f.perms
## [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
## [1,] 0.6205381 0.4317973 0.5912089 0.6209067 0.4210001 1.0352406 0.5290728 1.2181509
## [2,] 0.5567401 1.2672001 0.4019380 0.9354857 0.5613485 0.5237697 0.3985400 0.8243465
## [3,] 1.3317943 0.7905337 1.0038614 0.4682594 0.6262737 1.1418183 1.2545103 2.1225946
## [4,] 1.1987635 0.7541136 0.3190475 1.6030508 2.4385983 0.6586072 0.7257203 0.6243378
## [5,] 0.3343501 0.6216758 2.1129631 0.4473651 0.4838402 0.8615163 0.3804084 0.3214315
## [6,] 0.6816557 1.0815917 0.3529807 0.6164599 0.7568469 1.6844401 0.6906845 0.4056911
## [7,] 1.0326903 0.5084776 0.9139783 1.6105132 0.4745885 2.2156079 0.8285001 1.0424976
## [8,] 0.3371673 0.8026353 1.0225754 0.4885460 0.3928502 1.1635888 0.8629709 1.1310898
## [9,] 0.3474199 0.5354151 1.1047080 0.6656850 2.0175982 0.3451810 0.3326810 1.0685505
## [10,] 3.3050231 0.4214119 0.3555914 0.6094781 0.4456143 1.4585058 0.5714045 0.4725628
## [11,] 1.7009338 4.4430795 1.0240519 0.4733585 1.3969387 1.1462731 0.4811076 0.3770122
## [12,] 0.6561671 0.5424612 1.1720982 1.8379085 0.9816501 0.7559679 0.8645245 0.6763262
## [13,] 2.2135000 0.6299834 0.2818110 0.7728991 0.4714696 0.6617826 0.6118354 0.4688146
## [14,] 0.8547437 0.6988530 0.9022480 3.0520971 1.2871804 1.2417618 0.7849271 1.3021153
## [15,] 0.3762266 1.6925610 2.6631568 0.5280770 2.0651676 2.5045413 2.1777304 2.5561612
## [16,] 0.6569615 1.1247183 0.4363304 0.2122665 0.3494332 0.5338845 1.9303676 0.8204964
## [17,] 1.0174243 0.9873446 1.1199313 1.9469385 0.2946811 0.4495094 0.5746118 1.4573786
## [18,] 2.0505990 1.2470886 0.9848375 1.3044623 1.5659604 0.5549655 0.5465285 0.9754672
## [19,] 3.0683733 0.4994665 1.6192906 0.4185511 0.7113119 0.8150995 0.9554608 0.8378327
## [20,] 1.1988445 0.3803861 2.1262938 0.3638223 0.5686813 1.2683559 0.3875421 0.8896790
## [21,] 0.4746274 0.4323797 0.9234560 1.3643529 0.8183431 1.5593476 1.4039940 0.3828239
## [22,] 0.4076003 0.3519833 0.9921468 1.7698051 1.1541422 0.6736507 0.4261617 0.5908125
## [23,] 0.9580172 1.1472101 1.0657674 3.1035201 0.9402723 1.0210777 0.7066669 1.6706411
## [24,] 0.3442795 0.5329896 1.3608535 0.8113997 2.1354275 1.2330614 0.5435873 0.9033499
## [25,] 0.5800347 1.5648460 0.2330225 1.3374486 1.4500508 1.6291104 1.3722192 0.4645270
## [26,] 1.2825919 0.3858537 1.7842430 0.6203564 0.3599133 0.7643616 0.4620994 4.0436375
## [27,] 0.4065958 0.4106736 0.4944616 0.9804819 0.6793359 0.5479640 0.6922711 0.5748822
## [28,] 0.3175552 1.5976876 0.7787678 0.4371218 0.5265422 0.8116982 0.7080987 0.5093246
## [29,] 0.4685682 1.2401261 1.1361997 0.7193649 0.8335088 0.9922129 0.9663226 1.6877721
## [30,] 1.1520378 0.7996066 2.6126600 0.7211398 0.7548487 1.1621543 0.5403633 0.6958149
## [31,] 0.6258731 0.3568792 0.7045168 0.7803334 0.9464755 0.3639326 0.4105153 0.4820787
## [32,] 0.5350833 0.3391930 2.0461240 0.5017050 1.1122808 0.6964282 0.3939963 0.8703000
## [33,] 0.7319838 1.2646140 1.0925665 1.3038433 2.2589006 0.5952136 1.1895651 0.7951625
## [34,] 1.2314227 0.4575030 0.6528312 2.0428638 1.0062071 1.1867611 1.3476441 0.3446131
## [35,] 1.2073932 1.8302784 0.5700688 0.5901643 0.8745727 0.2522360 1.2409690 1.4041015
## [36,] 0.4329660 0.4781050 0.6429713 1.7689289 1.1918429 0.9870749 0.6927228 0.4874179
## [37,] 0.4739859 0.8503627 0.5227788 2.3593017 0.8162517 1.4678205 0.9378621 0.4155280
## [38,] 1.0175675 1.2462272 0.8572109 0.5972420 1.7381107 1.6982207 1.2901414 3.0458898
## [39,] 1.6639704 1.7245117 0.5628460 1.3223255 0.8473373 0.9421511 0.9863563 0.6507725
## [40,] 0.5381687 0.6345424 1.0335822 2.8382516 1.3692935 0.4528878 0.5410904 0.9617768
## [41,] 0.8361951 0.5740459 0.4842844 1.1353372 0.8364673 0.6471897 0.5265947 0.4193910
## [42,] 0.4491674 1.6984442 0.5490711 0.6654846 0.3725314 0.9881371 0.6563794 0.3396622
## [43,] 0.7066204 0.5788576 1.4753512 1.1224961 0.5960587 0.6107306 0.5334518 0.5606765
## [44,] 0.7310597 0.2915291 0.5405310 0.9639515 0.4581165 1.4268486 1.4252245 0.7715011
## [45,] 0.6588686 0.6840578 0.4530635 0.2634375 1.3393639 0.3482434 0.6192057 0.6095462
## [46,] 1.2188028 1.5511815 0.7184999 0.9720410 1.4118175 1.1867889 0.5576498 1.1224393
## [47,] 0.7756765 0.3603541 1.3538156 3.2851059 0.5330840 0.9751383 0.7754237 0.7543174
## [48,] 1.0207997 0.6779238 1.0400403 0.7575280 0.9051042 0.6133097 0.9962692 1.6525208
## [49,] 0.6917625 1.6108226 2.3522947 0.8210631 0.8914967 0.6665275 0.5426616 0.4012847
## [50,] 0.7356563 0.6368738 1.4780929 1.1697708 0.2933423 0.5429707 0.5809704 0.5383490
## [51,] 0.9190821 0.7573199 0.2533672 0.6516622 0.5481493 0.6152016 0.4632147 0.6286105
## [52,] 1.0244076 0.9429329 0.7941748 1.4484620 1.1180000 0.7111499 0.6271692 0.7424077
## [53,] 2.0920121 0.8216037 0.9204562 0.8146260 0.7039340 1.8875252 2.7180042 1.0805676
## [54,] 2.9177530 0.7619760 1.5419054 1.2504063 0.4608877 1.3084084 0.7925328 0.3640290
## [55,] 0.5200025 0.8784373 0.4496329 1.1532628 1.0641083 0.6760368 1.4650486 0.6352666
## [56,] 0.7042605 0.5346011 0.4765119 1.2961414 1.3626798 2.2991642 0.7157748 0.4377747
## [57,] 0.3799770 1.0386990 0.6231508 0.4933299 1.7615664 0.4112367 0.9577447 0.8409187
## [58,] 1.4590313 0.9474916 0.9239634 0.6305729 0.5533034 1.2762616 3.1095752 0.4842690
## [59,] 1.1065160 1.5719844 0.8559465 0.5831686 0.6836301 0.7436654 0.5519639 1.0910356
## [60,] 0.8396710 2.6666104 0.5516250 2.1059414 0.3502508 0.8825922 1.3445075 0.9661044
## [61,] 0.5428403 1.3297525 0.6112377 0.8248886 0.2688530 0.4347665 1.3481420 0.2974586
## [62,] 1.9414900 0.8304124 1.5759498 0.7835960 0.8255266 1.4700228 1.4570999 0.9783413
## [63,] 0.9916812 0.3954665 0.3932174 0.3202620 0.4671815 2.3231724 0.7363460 0.8065894
## [64,] 1.0477232 0.4208627 1.1232478 0.6580256 0.4235035 0.3303404 0.2726381 0.5272183
## [65,] 2.1587599 0.4725340 0.9406453 0.4434684 1.3116970 3.1021161 0.6706156 0.3133883
## [66,] 0.7111625 0.3469313 1.6056355 1.0747720 0.5476435 0.3473475 3.8898712 0.3169185
## [67,] 2.0174993 1.4802826 1.3081155 0.6360118 0.3105050 2.7955271 0.7962367 0.8375270
## [68,] 0.4541716 2.7372192 0.5822169 0.8776232 0.4428195 1.0388005 0.4823718 1.9308048
## [69,] 0.3756212 0.7397962 1.7279275 0.6602839 0.8239219 0.5901649 0.4115394 1.7189190
## [70,] 1.3058402 1.9090580 0.4751091 0.9351837 2.4611473 2.9120124 0.3155413 1.5931787
## [71,] 0.8306027 0.5814888 1.0139705 1.6160286 1.1489474 0.7560833 1.0251294 0.9260452
## [72,] 0.4082677 0.3265973 0.5335153 0.6564468 0.7083338 1.1826103 1.0554937 1.4164064
## [73,] 0.4731773 1.8481117 1.2064147 0.7208254 3.0313873 0.4317721 1.2505831 2.0297230
## [74,] 0.7522372 0.8962000 0.2704346 0.9971577 1.4716049 2.8415999 0.6809581 1.4588284
## [75,] 1.1459607 0.2872024 0.5719651 1.0395237 1.3136475 0.7283568 3.4959752 0.4128763
## [76,] 1.3512104 1.1774168 0.2897730 0.6248504 0.6223439 1.3358371 0.9986564 1.6135793
## [77,] 0.4231355 2.7314809 1.1561093 1.0075585 0.3154165 0.7012993 1.7132013 3.3012583
## [78,] 1.1228250 0.8712207 0.5451095 1.3722715 0.3571882 1.9159273 1.3361624 0.7804347
## [79,] 0.5769507 0.7905916 0.3499744 0.7554401 1.2076397 0.7062748 0.4773570 0.7663762
## [80,] 0.5340667 0.7094295 0.4160848 0.9505870 1.0291995 0.4426870 0.6628115 4.7521258
## [81,] 2.7841544 0.5524023 0.8275942 0.2952814 1.1772959 0.4410259 1.1721799 0.5354966
## [82,] 0.2826801 0.9860737 0.6290742 1.7672817 1.3127486 0.5297342 0.5603484 0.6810198
## [83,] 0.9860364 2.2377383 0.5868739 3.9391930 1.7637419 0.7848803 1.3341975 3.3801312
## [84,] 0.6326251 1.7154306 0.8667357 0.7689188 0.5307536 0.6154412 0.9334910 4.0859585
## [85,] 0.4839484 0.8656141 0.7778002 0.7897987 0.9078257 1.4045353 0.8128033 0.4009962
## [86,] 0.5808103 0.4846645 0.8191067 0.2933621 0.6979348 0.6088237 1.4297524 0.2817871
## [87,] 0.6138599 0.6532896 0.7599670 0.5830930 0.2789165 0.4183709 0.5418395 0.6920104
## [88,] 0.2345854 0.7041207 1.0725405 1.0350296 0.3071008 0.8367857 1.0518336 0.5246727
## [89,] 0.8567166 0.5603486 0.5233935 0.8758271 1.2560773 1.1145215 1.8606515 1.0143287
## [90,] 0.3578202 0.5255983 0.2777771 0.3412694 0.4633062 1.7299439 1.0585797 0.5729756
## [91,] 0.3730684 0.5424606 0.5329083 0.5056769 1.7282979 1.0954672 2.2122858 0.6381716
## [92,] 0.5464604 1.0150237 1.1541315 0.9876805 0.4630748 0.3522873 0.8768344 0.5503132
## [93,] 1.2267115 1.3559611 1.0112196 1.8684788 0.7932135 1.9000045 0.3551899 0.8940461
## [94,] 1.6176604 0.3703364 3.1576799 1.5424402 0.9017882 1.9450574 0.3613481 0.8331954
## [95,] 1.6044422 0.4816869 1.1710909 1.2080819 0.7343907 0.8559402 0.3404404 0.5913901
## [96,] 0.3251631 1.2434937 1.1486206 0.5343257 1.0335928 0.5481942 1.5785327 3.1455263
## [97,] 0.2781538 0.9559404 0.4497635 0.7784078 1.2889019 1.0733634 0.6674539 1.8886291
## [98,] 0.4684057 1.2608165 1.5231687 0.5903484 1.9995539 1.7597064 2.5523508 0.4866298
## [99,] 0.8353321 0.5368656 1.2584201 1.3231861 0.9891511 1.6596170 0.7185286 0.4272997
## [100,] 0.7743528 0.6205166 2.4348156 0.6045774 0.6128076 0.9517526 0.8738714 0.8702186
## [101,] 1.8176368 0.5924935 0.9774963 0.4310962 1.1558622 1.7760039 4.6928451 0.3408265
## [102,] 0.8470786 1.7068622 0.8156688 0.5513288 1.1758460 0.2939515 0.7911305 0.3003117
## [103,] 1.2297977 0.4173602 1.0343161 0.6989372 2.9611184 0.5234064 0.2985514 0.6553292
## [104,] 2.2088976 1.4001342 0.5452778 0.7021164 0.4542387 0.7367592 1.1599694 0.8206518
## [105,] 0.4545181 0.6951403 0.8154364 1.2657354 1.0512797 1.4998474 0.6653209 0.7765287
## [106,] 0.3214196 0.5305724 0.6300566 1.0898155 0.3603144 0.9692906 1.1823074 1.8967814
## [107,] 1.5080526 0.4039727 1.0774609 0.7053895 0.6905855 0.7484453 0.4587296 1.4703893
## [108,] 0.9208683 0.4744365 0.6988487 0.9352264 0.5319055 0.4421101 3.0991074 0.3154464
## [109,] 1.4079220 0.8182987 1.1359263 0.6367947 0.7451211 0.4734169 0.9592941 0.9168637
## [110,] 1.1926101 1.0614381 0.7769949 0.4852017 0.7806585 0.2575900 0.9128208 0.5274792
## [111,] 0.4519920 0.3103074 0.9221035 0.6724833 0.8262393 1.4598530 0.4770870 0.6752976
## [112,] 1.7351450 0.5185853 1.9484372 0.6027066 1.4384452 1.0131924 0.4622486 0.9295338
## [113,] 1.0382302 2.0091478 0.4534484 2.3997362 2.4729458 0.5110200 0.4251747 0.6138801
## [114,] 0.7678810 0.9437367 2.0370780 0.6548411 0.6674479 0.4297215 0.6130316 0.2900512
## [115,] 0.8012369 0.4204431 0.7596237 0.6127863 0.5729752 0.8571449 0.9214052 0.6334297
## [116,] 0.4305476 0.5167875 1.3797520 1.1882852 0.8505447 0.7458242 0.8463650 1.8183965
## [117,] 0.3751375 0.9476737 1.3943989 1.5665143 1.8672783 1.0040998 1.0372937 0.8115573
## [118,] 0.3879453 1.0118825 0.3480163 2.5347290 2.6888189 1.0976399 1.9756544 2.1975543
## [119,] 2.8230306 0.8066843 3.3042147 0.4486059 0.4949849 0.6327587 0.6683250 0.4777599
## [120,] 0.3650343 0.9087253 0.3139699 1.8814012 0.6705664 0.5779415 1.0062741 0.9963183
## [121,] 1.6462950 0.9140861 1.0283263 0.7523492 1.9042982 0.4793946 0.3489377 2.6855251
## [122,] 0.2623868 0.9920244 0.8781627 1.0707255 0.3589532 0.5646747 1.0352332 0.9362733
## [123,] 1.1454440 0.5169003 1.5726420 2.9933128 1.5411581 1.3630957 0.8890595 1.1162242
## [124,] 0.8248894 0.3877536 0.4049380 0.7010147 1.4738365 3.1908728 0.7449010 0.8699822
## [125,] 0.4357094 1.0703816 0.7210107 0.2222945 0.3531698 0.8898839 0.5782679 0.3089313
## [126,] 1.6260664 1.7745797 1.7157716 1.0297510 0.7154566 0.8492979 0.4430119 0.6592223
## [127,] 0.6428793 0.4902264 0.3269597 0.8728111 0.8257697 2.9296832 0.4500401 4.0376575
## [128,] 0.4343592 0.4625342 0.9941101 0.9095961 1.9820741 0.3600667 3.5316374 1.3659138
## [129,] 0.8848753 1.2830909 0.6791810 0.3767015 2.4036177 0.9701537 1.2974242 0.7221266
## [130,] 0.5475964 0.6599647 0.8204182 1.9547906 1.5088128 1.1648645 0.7824860 0.6214867
## [131,] 1.0605956 0.6518387 3.0749357 1.1607321 0.7049870 0.7665320 2.9562899 0.5382034
## [132,] 1.3000917 0.7852899 0.2052855 0.4365584 2.0425259 0.7502627 0.5055944 1.5454461
## [133,] 1.4730269 1.0768642 0.5125761 0.9867927 0.5879215 0.4879585 0.3340132 1.2282197
## [134,] 0.5719472 0.4467652 0.9880739 2.1453795 0.5758387 0.9210033 1.1374338 1.7578038
## [135,] 0.5761094 0.6721162 1.5022143 0.6064542 1.1650636 1.6297013 2.8974641 1.0432616
## [136,] 0.4935495 0.8707482 0.4726995 1.7149250 0.4700001 1.8000981 1.8012982 2.6259848
## [137,] 1.8945137 0.6739524 1.3345674 0.7316941 0.4327900 0.6351602 0.3941616 0.3186655
## [138,] 0.2309341 2.9580764 0.6409497 0.4098199 1.3541709 0.8244586 1.3802296 1.4322840
## [139,] 1.4651731 3.0906674 0.3787978 1.0159421 0.4074147 0.4761428 0.5922239 0.3117420
## [140,] 0.9562883 1.1035133 2.5038024 0.5391242 0.5327369 0.8592676 2.2411026 0.8420908
## [141,] 0.2435704 1.1278303 2.1542047 1.6013822 0.6424069 0.7455896 0.7463162 1.2280920
## [142,] 0.4385683 1.2988917 1.6715300 1.9383274 0.3906681 1.0882125 0.9111670 1.2732871
## [143,] 1.7226957 0.6255492 0.8472979 0.8235539 1.1871156 0.3925971 0.5999759 0.5720836
## [144,] 0.7600894 1.0086614 1.3968883 1.5916231 1.3735881 1.0278277 1.5366947 0.8250774
## [145,] 1.3492396 0.3049761 1.5140540 1.1146213 1.1395367 0.8176094 1.1509572 0.7194486
## [146,] 0.6436114 1.6805633 0.7253698 0.5031571 0.4111370 0.6132327 0.9494504 0.3168138
## [147,] 1.3315575 1.5509255 0.3123516 0.6777113 0.3556266 1.5811666 1.0987441 1.3393172
## [148,] 0.7339195 2.1752429 0.7221629 0.6790390 0.6651262 0.5368334 0.7224391 1.0381823
## [149,] 0.7798755 0.7530794 0.6842844 0.7099754 0.5502347 0.9084977 2.0312601 0.4397081
## [150,] 0.5964484 3.7617788 2.7281236 0.6336075 0.7710991 1.9218208 0.9265126 0.5982020
## [151,] 0.3602149 1.3122744 0.4258421 0.7049232 0.3620203 0.4850967 1.1603435 0.3217850
## [152,] 0.2968994 0.6862250 0.9254959 0.3733712 0.6851462 0.4571608 1.0626891 0.3546915
## [153,] 0.4575476 0.8651906 0.5251516 0.3588643 0.5215708 0.7007928 0.5581099 0.6410141
## [154,] 1.4656087 1.5396709 2.0581731 0.8594437 0.9263039 1.1862519 1.1726783 0.4555130
## [155,] 0.6842810 0.8625927 0.7558032 0.9246766 0.3992527 0.9113433 2.0709069 0.6014922
## [156,] 0.4756913 1.0219287 0.5664145 0.3929354 0.3942726 0.5219961 3.6835936 0.4757502
## [157,] 0.3820945 0.4367457 0.6485864 0.6270392 0.8469038 1.2043601 1.9140572 1.7183282
## [158,] 0.5126635 0.9674028 0.7121559 0.3793010 0.5841258 0.3799804 1.2228086 0.6182729
## [159,] 0.5010420 0.2932361 1.0444434 2.7178668 1.2665250 0.3445413 1.5353881 0.3311666
## [160,] 0.3596387 1.0896096 1.7804375 1.1450322 2.0383366 1.0468339 0.4661936 1.1598008
## [161,] 1.2661073 3.0550830 0.3687389 0.5059269 0.8745503 0.8158677 1.5228928 0.6221880
## [162,] 1.0005743 1.0615680 0.2209960 1.8407227 0.7861110 0.6773434 1.0708859 0.5141188
## [163,] 0.5831616 3.8227023 0.6435808 0.8322191 1.2293248 1.5849600 2.8513589 0.6368625
## [164,] 1.3062744 0.6663442 1.0404965 1.0823112 0.6349215 2.8892582 0.4416159 0.7942201
## [165,] 1.7943933 1.1463194 0.8210746 1.1991150 0.9925578 0.4658982 1.8644466 1.1044168
## [166,] 0.6949064 0.4996742 0.7165439 1.0200614 0.9582570 0.3881734 0.4515912 0.6132229
## [167,] 1.3828654 0.6180878 0.5792599 2.0779078 0.7598158 1.2408323 1.5221869 2.0225418
## [168,] 0.6257138 1.1028247 0.3387592 0.9003349 0.9228911 1.0474767 2.1810672 1.5739172
## [169,] 1.0916964 0.4766787 0.8566139 1.5405404 0.6760942 0.4351704 1.1445404 0.9713451
## [170,] 0.5130784 0.3670122 1.0385363 0.8812306 1.0872873 0.3794835 1.2820007 1.0980594
## [171,] 0.4761550 1.5110014 1.7919203 0.4615445 1.1117662 0.5542310 0.5625515 1.7000000
## [172,] 0.5183854 0.8198333 0.8469613 1.7640379 0.7529830 1.1523808 0.7220775 0.8091974
## [173,] 0.5004866 0.6521775 0.8169845 0.5877493 1.0206934 0.5058487 0.4924381 0.7293853
## [174,] 0.7753347 0.5314174 0.6523419 0.7660255 0.4175354 0.3472730 0.5160129 0.8536993
## [175,] 1.9089941 0.8099294 0.7378642 0.3026323 0.7226820 0.8167144 1.1240981 1.3449728
## [176,] 0.9735509 0.3288218 0.4509679 0.6366413 0.2765157 0.6825248 1.1754846 0.3764822
## [177,] 0.4518657 1.0198638 0.8841662 0.9609162 0.8400850 0.8703907 0.4077417 4.2091656
## [178,] 1.1242203 1.1981398 0.7249556 0.6006043 0.5267962 0.3463673 0.8425633 0.9554075
## [179,] 1.2441541 2.5164319 0.5007050 2.8263801 2.2929272 0.9404868 0.8537505 0.5482927
## [180,] 0.6154823 0.5108109 0.5447682 0.2670353 0.3853826 1.3537617 0.6676361 1.9943551
## [181,] 0.9168949 0.2881252 0.9113637 1.9594840 0.8069408 0.5778628 0.8004375 0.5551835
## [182,] 0.6720451 0.4614646 0.8998786 1.2556373 0.8105884 1.1658534 1.1738794 0.7603522
## [183,] 1.2363675 0.6997315 1.1665317 1.3437036 0.8165929 2.5351446 0.4761639 0.8238488
## [184,] 1.5144689 0.9229672 0.7165190 1.2451305 0.4702341 0.6049217 0.5878798 0.3078330
## [185,] 0.8086788 0.6970162 0.9269863 2.0209723 0.6740291 1.1618449 0.4540896 2.0806538
## [186,] 1.9311601 0.3401730 1.7821438 1.2694496 2.6947383 2.2615664 1.0793439 0.9064574
## [187,] 1.1679913 0.6404526 1.3547577 0.5737496 0.7096720 0.7219234 0.3943225 0.4636791
## [188,] 1.6113222 0.5171324 0.7008094 0.8844498 0.6102550 2.4300504 0.3859132 0.4745736
## [189,] 2.5310299 2.8458886 0.6237734 0.7145444 0.5204217 1.0332629 0.6255002 0.7628093
## [190,] 1.3255071 0.2625503 0.4508263 0.5213221 0.5067840 1.9680209 0.6505520 1.0559382
## [191,] 2.3575480 0.3272803 1.4641416 0.7904711 0.5767319 4.4922171 0.8192046 1.2130823
## [192,] 0.3824156 0.4542161 0.5145662 0.5357020 0.4268208 0.8380413 0.7957117 0.8051897
## [193,] 0.8565369 0.7689817 2.2755589 0.7959805 0.4802507 0.8985395 0.7277677 1.1810920
## [194,] 0.4862530 0.4980817 3.3054782 0.2946272 2.5268978 0.5025850 1.7855177 0.7923671
## [195,] 1.3655365 1.1622582 1.1462341 2.3882911 0.6539270 0.6250296 1.9786035 0.9283633
## [196,] 0.8153276 0.4251352 1.4893010 1.3301979 0.5281310 1.3251586 0.9559335 0.5703527
## [197,] 0.6307166 1.2169612 0.7278177 0.5521696 0.9271664 0.6240644 1.1399128 0.4887128
## [198,] 1.0640078 0.6464259 0.7586042 0.5893616 0.9564624 0.9128931 2.0934411 1.3040930
## [199,] 0.4970316 0.9444384 1.7218029 3.2552055 0.6197705 0.8994430 0.6243950 0.3808246
## [200,] 0.6326317 0.4640256 0.4047985 1.5775330 0.8890601 0.5594843 0.2846569 0.4037005
## [201,] 0.9849745 0.5758912 0.6508000 0.9580574 0.9870588 1.4337908 1.1176163 1.2846630
## [202,] 1.7567570 1.0630028 0.9816075 0.6029089 0.6335578 0.7021941 1.5550464 0.4348875
## [203,] 1.3214466 1.3681952 0.9024740 0.4756547 0.5070807 1.4743016 0.4565076 0.6607254
## [204,] 0.7078180 0.3536137 0.5303247 1.2281041 1.1419134 0.5755374 1.3856468 0.3275316
## [205,] 0.5420610 0.7795396 0.4187050 1.4495154 1.0333957 0.5446016 0.6084560 1.0351428
## [206,] 1.4548068 1.6842161 1.1580548 0.8162996 0.2983312 1.1645608 0.6796656 0.5805161
## [207,] 0.2481162 1.0321565 0.5285367 0.5531744 3.7792277 2.0664212 1.2621899 0.2610813
## [208,] 0.6725788 0.6397903 0.3289559 0.6030310 0.5298200 0.4728511 0.6842861 1.8307890
## [209,] 1.2909537 1.0822790 1.0901287 2.2008194 6.1024150 2.4601714 2.9632006 0.9512045
## [210,] 0.7712955 0.7670365 0.4105316 0.8030123 0.8710347 0.5625214 0.8197895 0.6802399
## [211,] 0.7386179 1.7012199 0.4923950 1.9017975 0.7213541 1.9330317 1.7525819 0.5234476
## [212,] 0.5624495 0.3485677 0.4228089 1.2681935 0.3773221 1.4645767 0.7865882 0.7218938
## [213,] 0.4260805 1.1604025 1.0489180 0.6025068 0.2297514 0.4795839 0.3082699 1.0848285
## [214,] 2.1460875 1.0097012 0.7571535 1.0700604 0.3769289 1.3731025 2.7319333 0.7698851
## [215,] 1.3938952 0.5421183 0.8468729 0.4626069 0.4664694 0.6169638 1.4337976 1.0128335
## [216,] 1.1252203 2.2576773 1.4022312 0.7422946 0.5578146 2.4588044 0.7105512 1.0008499
## [217,] 0.9166585 1.0832397 0.3877296 1.6541138 0.6979014 1.2201438 0.5630955 0.3658286
## [218,] 1.0932751 1.3947567 0.4689171 1.4605326 0.7285530 0.8714722 0.6609717 0.5061232
## [219,] 1.7532512 0.5619917 0.7938406 2.3984368 2.7822675 0.6261117 0.3643222 1.2774064
## [220,] 0.6122733 0.8431345 0.8141127 0.3530715 1.2399661 1.2921221 0.4239202 0.6910476
## [221,] 0.6444354 0.7911348 1.0949958 0.6513374 0.7610763 0.7849248 0.6295997 0.9401604
## [222,] 1.5553927 0.8483155 1.9478812 0.9936760 0.8913748 0.9334588 1.8538345 1.1437975
## [223,] 0.9649685 2.1823981 0.8332053 0.6927521 0.5509546 0.7432679 3.1764737 1.0043600
## [224,] 0.7859288 0.5196385 0.4292391 0.5416807 0.4068704 0.5998369 0.9765111 0.5797394
## [225,] 0.8467965 0.8085409 0.8881995 1.0839194 2.0208033 0.4802604 1.8053610 0.4974912
## [226,] 0.4574250 1.0947950 0.7077993 0.6324077 0.3611624 0.6793891 2.3131617 0.7170900
## [227,] 0.7713339 0.5550108 1.0996770 0.8600219 2.0650449 0.9985713 1.8299171 1.3115149
## [228,] 1.6934741 7.3067252 0.4091757 3.1846383 0.5479381 0.5659531 0.4393506 0.9833787
## [229,] 0.6226662 0.5092759 0.4872214 1.2098051 0.8287469 0.7465748 0.5946959 0.4275447
## [230,] 1.3699946 0.5633562 0.5685240 1.3969248 0.9197365 1.0582571 0.3076715 0.7891462
## [231,] 1.4788516 0.7803684 0.8551106 0.5803643 2.2913670 3.0156737 0.5351993 2.0507206
## [232,] 1.0058157 0.3215510 0.9921946 1.6234832 1.7256071 0.3687988 3.6603390 0.8323096
## [233,] 2.9588838 0.7379074 0.8279356 2.5142138 1.3512592 0.9888476 1.4927808 1.2122782
## [234,] 1.7335171 1.2048732 0.5225318 0.6548756 0.2189325 1.2084770 1.1523555 0.7988045
## [235,] 1.4174101 0.8843277 1.0233737 0.6300733 0.2820340 0.7896806 0.7213559 0.9042478
## [236,] 2.3005848 0.8274493 0.6675802 1.4189312 2.0128237 0.5579711 1.3429992 0.2909331
## [237,] 1.3837341 0.7718812 0.6527996 0.4349001 0.4422822 0.3916362 1.0948716 0.6128567
## [238,] 0.5869614 0.6009151 0.5998627 0.3348003 0.9013459 1.0009176 0.3366422 0.4532824
## [239,] 0.5773574 0.4346484 2.5325365 0.7614628 1.3486960 1.1007816 1.0341297 0.8732936
## [240,] 0.5694941 0.6420094 0.5285549 2.5215546 4.3291505 2.6254218 0.4028668 0.5834961
## [241,] 0.8642333 0.5576742 2.2740028 0.3033259 0.7026871 1.4023153 0.4461653 0.9259381
## [242,] 0.7296004 1.0973367 1.9906027 0.9249502 0.6448658 1.0722153 0.7706185 0.4311074
## [243,] 0.8358570 0.8491038 1.5978350 0.4307408 1.0923731 0.3915251 0.3820251 1.1058575
## [244,] 2.3774687 1.1239816 1.2499118 0.6018891 1.4219182 0.9225202 0.3680215 0.4004542
## [245,] 0.7417520 1.0499320 4.0465077 0.9862074 1.6844873 1.4775279 2.4627296 0.2831694
## [246,] 0.3511312 1.7254871 0.8239227 0.5993330 1.4318376 1.2038117 2.0872913 0.9032819
## [247,] 0.2974610 1.5996490 0.3567457 0.8627318 0.6161672 2.1817702 0.5013423 1.5401268
## [248,] 0.5907125 2.0355715 2.1989101 1.6440165 0.7545855 0.7954569 0.9346693 1.0543773
## [249,] 0.6224817 0.4610590 0.6783678 1.4732234 0.9171492 0.6019953 0.5415692 2.2789001
## [250,] 0.9598237 0.5632603 0.5631164 0.9358694 0.8821661 1.7702528 0.9426373 0.7812134
## [251,] 1.8759408 1.1455160 2.5096310 0.6065368 2.4466328 0.7704747 0.6983434 1.8432420
## [252,] 0.4619026 1.2103629 0.4950142 1.3326143 1.0030710 1.1968877 0.3954440 1.0434857
## [253,] 0.4196501 1.2292425 1.5307520 1.8791214 0.3701384 1.3313637 0.9934123 0.9315718
## [254,] 1.1161939 1.1981206 1.0446394 1.2152659 0.3664361 0.8548356 0.7018618 1.9730542
## [255,] 0.3979143 0.6735186 0.8845287 0.3464376 0.5708327 0.3243557 0.4370867 0.6649307
## [256,] 0.6203215 0.8759421 0.6526593 0.2967357 0.5924981 2.4244235 0.7206613 0.5015621
## [257,] 3.8224657 0.7341686 1.3697643 2.1356820 1.2539897 0.5819949 0.8806952 1.3098856
## [258,] 0.4394095 0.7566105 0.4624054 1.4133570 0.4425716 0.7687701 0.9835237 0.5892533
## [259,] 1.3609755 0.6748290 2.0297115 1.1449178 0.7214385 0.7595112 0.7617226 1.1140437
## [260,] 0.5554207 0.5237319 1.1246026 1.5785541 0.6144987 0.8166424 0.4385891 2.0171620
## [261,] 0.6620283 0.4316828 0.9731232 0.6610264 0.8403537 0.8261103 0.5427431 1.0605947
## [262,] 0.6639092 1.6785342 1.0292330 0.5280620 0.9993515 1.9768809 1.3096077 0.5709858
## [263,] 0.7905646 0.7348976 0.2759744 2.6135306 1.3982973 0.6477147 3.1571055 0.5900237
## [264,] 0.4589407 0.9324484 1.9277222 0.7402176 3.4505498 0.7249873 1.0621005 0.7285906
## [265,] 1.4793114 1.2879490 1.6490428 0.4665586 1.5398669 0.4235886 1.2724117 1.6217978
## [266,] 2.2173407 0.4881207 2.2957483 2.4119887 0.6016677 1.2411604 0.6901641 1.7941077
## [267,] 0.8500915 0.5362993 0.2776423 1.4156353 2.7147942 1.1606204 0.5928713 0.7175792
## [268,] 0.3173825 1.3193058 0.5242070 0.5641655 0.4179897 0.7464582 1.3993172 0.6236305
## [269,] 0.6393384 1.7681683 0.7164064 1.9947037 0.4452764 0.9008872 0.9247248 0.8652240
## [270,] 0.7520573 0.6269194 0.6402284 3.9274149 2.2213738 0.7542017 0.5797539 0.8954920
## [271,] 1.3686150 0.7270608 1.4329825 1.6519031 0.9159305 0.6265868 0.9206601 0.8029020
## [272,] 0.9421362 0.4892345 1.0017370 0.3432119 0.2780086 0.9736190 0.4062574 0.6671959
## [273,] 0.5494676 2.1583266 4.3382470 1.2710861 0.7969253 0.5634200 0.5854760 1.0296078
## [274,] 0.6603149 3.3572277 0.5300627 0.3518963 0.5099636 0.2956540 0.5166850 1.7958516
## [275,] 0.4350080 0.7006325 1.0199775 1.3884601 1.8132186 2.8643081 1.3656434 1.4573141
## [276,] 0.3972937 1.1213141 0.6689763 0.6710138 1.6247628 1.1893241 0.8529747 0.6725420
## [277,] 0.8059643 0.2193503 0.7981569 1.1207640 0.2329441 1.4256864 1.7150255 2.1321328
## [278,] 0.6649930 0.6946777 0.3043296 0.9379815 0.5687282 1.0409491 0.7778458 2.3313161
## [279,] 1.5062608 0.8597949 0.3764853 1.0406271 2.1310710 1.7811864 0.6825978 0.2655325
## [280,] 4.3457561 0.4548516 0.6654633 0.8672530 2.0224974 1.1281960 0.4437435 1.4710501
## [281,] 0.8059473 0.4561893 0.8936233 0.3030885 0.8177081 0.8629601 0.2636892 0.3507194
## [282,] 0.5439391 1.5687908 3.6735826 0.5719644 0.4285752 0.3846104 0.6980661 0.5491287
## [283,] 0.4773166 0.7681373 0.4296337 0.3440722 0.3129705 2.7892284 0.3713333 0.3634330
## [284,] 0.5812240 0.7195391 0.4885129 0.5750179 0.6083720 0.4079904 0.7735044 0.6391607
## [285,] 2.6238175 0.5062256 1.0842563 1.0554483 0.3614281 0.3079780 0.5703918 0.5806495
## [286,] 1.4196587 0.7581092 0.5959693 1.8876628 0.6305818 2.2073524 0.6152066 0.9575805
## [287,] 0.2585737 0.8970913 0.4726500 1.1670617 1.4661382 1.4330434 0.6272590 0.7691865
## [288,] 0.6028828 4.5077234 0.5067431 0.5476392 1.0490460 0.5831567 0.7334116 0.4356065
## [289,] 1.1005538 0.4742284 0.6432607 0.3552579 1.5386135 1.1705726 1.1348658 0.2821625
## [290,] 0.8793149 2.1705269 0.3981406 1.7443446 2.1957075 1.8572479 0.9286989 1.0256000
## [291,] 0.3562446 0.4666015 0.4086354 0.8405400 0.4628094 1.1542287 0.7197809 0.8276675
## [292,] 0.3425240 0.9708309 1.4781361 1.1076504 0.8079900 1.5720445 1.6080409 1.7364365
## [293,] 0.5412486 0.5248321 0.4379696 1.8119342 1.9731660 2.1067898 0.6266698 1.4209993
## [294,] 0.6714067 0.8031907 0.6813300 2.3618596 0.5032827 1.6792280 0.8168958 2.2279631
## [295,] 0.9863729 0.7746995 1.3740713 0.6380070 1.1930815 0.6848074 0.5555269 0.4793619
## [296,] 0.7408273 0.4449999 1.1225602 0.8346702 1.4237333 1.1791488 0.3467605 0.6761511
## [297,] 0.5328969 1.5963853 1.0400137 1.0583475 0.9390109 0.7328361 1.6152881 1.6918736
## [298,] 0.8301311 0.8044236 1.9878804 1.2698911 0.4600111 0.7617872 0.4995878 3.2194811
## [299,] 1.5405169 0.2986178 0.6147756 0.4265947 0.9759041 0.5124950 0.6863186 3.9749445
## [300,] 0.5972927 0.9056665 1.2084950 1.2256416 0.3096871 0.3250752 0.8296027 1.0374549
## [301,] 0.6220144 1.3546014 0.5397303 0.5863154 0.9805660 2.2438198 0.4852946 0.4725279
## [302,] 1.9519186 3.3347559 1.1336882 0.7746800 1.8145203 0.5300979 1.5091684 1.1056444
## [303,] 1.9944926 0.8870018 1.3450907 0.9016737 0.7894034 0.7290318 0.8818355 0.7126159
## [304,] 0.2823081 2.9148213 2.2973262 1.2922816 1.5158023 0.3535789 1.2065093 0.4674050
## [305,] 0.7746749 1.2339067 0.6304444 1.1386623 1.9185100 1.0527297 0.5203960 1.3106129
## [306,] 0.3604385 0.6569736 0.6293154 0.8066790 1.8868325 0.6206251 1.1868203 0.5498874
## [307,] 0.8601347 0.7882464 1.2051571 1.7847822 1.5758559 0.7000512 1.4874287 0.8756696
## [308,] 0.6101626 0.9854100 0.9192019 1.9322221 0.8531952 1.6036818 0.8512046 0.6835413
## [309,] 0.9591144 0.7508786 0.3450486 1.7280036 0.5855261 0.5898590 0.9518289 0.2760597
## [310,] 1.2801461 1.6537250 1.3141808 0.6085674 0.8300579 0.8979266 0.7544789 0.9989309
## [311,] 1.6658493 0.8746414 1.2270516 2.0111182 1.1155579 0.6859724 0.7312724 0.4308904
## [312,] 1.1241652 0.8014418 1.9921856 0.3105483 0.4534042 1.0053258 0.4955619 1.1985614
## [313,] 1.8077231 0.6562744 0.8231294 0.8865656 0.6036731 1.8271263 0.9067942 0.4035829
## [314,] 1.8465189 0.4588229 0.3707139 1.1786848 0.4338951 0.9611025 1.7576438 0.7138074
## [315,] 1.9362725 0.5825096 0.5513037 0.4618417 1.0148506 1.0560545 0.5470408 1.0776240
## [316,] 0.3620869 0.3935656 0.4182728 1.4921645 1.9496228 0.5400005 3.2559347 1.7074120
## [317,] 0.2908749 0.8248695 0.3449594 0.7084195 0.5058844 1.3843516 0.8892098 0.3380655
## [318,] 0.6124072 0.7497474 1.5125258 0.3517996 0.3416421 1.2155384 0.6423981 1.3471387
## [319,] 0.6276513 0.3787456 0.7217339 0.9411797 0.5713728 0.9079541 0.7037987 1.0206540
## [320,] 0.9115611 0.7074210 0.5097010 0.5802929 0.5480953 1.1767544 0.6046972 0.3851888
## [321,] 0.9459302 0.5529286 0.4664322 0.8383643 1.0025093 0.5013127 0.6427514 0.5787736
## [322,] 0.6654535 0.5038743 1.0848369 1.5989295 1.6683864 1.4535810 1.3599803 0.8519362
## [323,] 0.6230429 0.7659905 2.7562979 0.4749433 0.3592748 0.3755414 0.3519411 0.5249314
## [324,] 0.6011029 0.4123382 0.9436477 0.8421137 0.7490163 3.5883850 0.4294623 0.4506281
## [325,] 0.9244959 2.4499145 0.7899346 1.1588964 1.5960595 2.3066086 0.9530239 0.9345456
## [326,] 0.7532862 0.9034742 0.9278351 0.4276827 0.7202258 1.0699216 0.5902457 1.0561174
## [327,] 3.2724080 0.8012246 1.7874551 0.3649256 1.3923783 0.8052341 0.3709457 0.6760889
## [328,] 0.7238597 0.8037566 0.5406186 0.8277113 1.0502828 0.9683003 0.3011740 1.0596358
## [329,] 0.4838643 0.2424578 0.6919488 0.5284719 1.4650675 0.3709927 0.7840373 0.4420603
## [330,] 0.8038699 1.0593435 0.4486912 0.9330204 0.9241819 0.5910949 0.7488535 1.5094796
## [331,] 0.5204204 0.5287241 0.4716044 1.0377995 0.7093208 0.5147523 0.9656880 0.4062871
## [332,] 2.5630812 0.7742504 0.6574875 0.5211983 0.2741366 0.5840723 0.8476036 0.8474587
## [333,] 4.5508034 1.9306528 0.5109531 1.1530906 1.1282239 0.3177085 0.9476590 0.5837675
## [334,] 1.0355549 0.6229151 1.9589799 1.9315944 1.0274234 1.5592280 1.0166918 1.5763061
## [335,] 0.3669771 0.3404101 0.5363669 1.8439662 0.5786465 0.8826176 0.6418301 0.9473878
## [336,] 0.4228629 1.0816722 0.6804853 0.4016942 0.8104606 1.0122251 0.4520946 0.3345264
## [337,] 0.7916043 1.3240271 1.2540282 2.1184902 3.1018887 1.2985373 0.8086343 0.8893360
## [338,] 0.5106514 0.9593477 0.5267172 1.1121272 1.2478424 0.5783127 1.7665625 1.6777531
## [339,] 0.9197813 0.7347720 0.9459403 0.4274867 0.3874049 1.9292509 0.7835414 0.4208568
## [340,] 0.3147960 0.8258287 0.8389032 0.9903412 1.0701355 0.8024460 1.4392902 0.6225038
## [341,] 0.4208247 0.8235951 1.2292199 2.7754629 1.3849528 0.3595963 1.2805265 0.5101449
## [342,] 0.5140522 1.1283581 0.4675166 0.9372985 0.7645465 0.4651893 1.3513049 0.3928511
## [343,] 1.0572784 0.4422983 0.8201527 0.6807712 2.0174667 2.0011605 0.5659772 0.7356560
## [344,] 1.6770162 0.8109249 3.5900565 1.5728965 0.5693779 0.3840464 2.3702510 0.9483436
## [345,] 0.8232671 0.5432300 1.4653592 0.8286239 0.7909218 0.7451879 1.0089959 1.8462739
## [346,] 1.6446501 2.1586902 1.1015066 1.5624180 0.8317561 1.9119849 0.4758189 2.8323713
## [347,] 0.4638611 1.4505906 0.1774543 2.0844257 0.5371087 0.3377207 1.3360469 0.6027594
## [348,] 2.1057992 0.8541402 1.5966741 0.9836094 0.7775747 0.5411111 0.5518489 0.6281707
## [349,] 1.0622834 1.0930734 1.3092259 1.0660494 0.8454998 0.6910937 0.7627238 0.3688371
## [350,] 0.5433755 0.4352501 1.6763404 0.6826619 1.3156973 1.2588213 0.8238586 0.4265301
## [351,] 0.8194887 1.3457527 2.7052999 1.3131607 2.3342778 0.7661150 1.1173822 1.7916161
## [352,] 0.9663265 0.4167034 1.3290415 0.3346097 0.3488977 0.6257590 0.7713071 1.0159016
## [353,] 0.8789559 0.7213269 0.3192786 1.3803069 0.7701794 1.2176729 1.2719133 0.8205333
## [354,] 0.3910982 1.5612773 0.7416532 2.3622867 0.3288286 0.9571562 1.2770095 0.2889710
## [355,] 1.2429751 1.4398367 1.3727869 0.3559560 0.4627297 0.8674966 0.4664966 0.5927133
## [356,] 0.5997740 0.7369816 0.6676953 0.5924508 1.0175774 0.6327147 3.0077044 1.2741482
## [357,] 2.0013549 4.3392609 0.5092041 0.7358984 1.2476092 1.2304187 0.6653850 0.7954673
## [358,] 0.6475054 1.3312845 1.2649639 1.0582681 0.6764114 1.7893916 1.4551769 0.7634615
## [359,] 0.3786085 0.6662506 0.4538826 0.4518994 0.3552866 2.3475173 0.5989617 0.2805388
## [360,] 1.1853911 0.6293573 2.2883781 0.4945291 0.7595234 0.8069705 0.4564093 0.6624088
## [361,] 1.7800653 0.5075190 0.2825920 0.5144062 1.0620253 1.3180700 0.6334247 0.7733456
## [362,] 0.8185742 1.7693233 0.3328531 0.5742067 0.9955674 0.4668621 0.4823157 0.6245535
## [363,] 1.4265356 0.4616008 1.1015502 0.4582677 0.5193999 0.4566192 0.4106615 0.5975743
## [364,] 1.0636895 0.5761828 1.6558778 1.3655035 1.0604395 0.2493187 0.6000224 1.2763391
## [365,] 0.9828435 1.4150134 0.9162593 0.3654730 0.9476161 1.2907979 0.7823963 0.8408054
## [366,] 0.2691251 0.4196767 2.0123461 0.7508352 0.3791465 0.8151820 1.5053605 0.7148938
## [367,] 0.4837915 1.1427585 0.7649181 0.6440880 0.6189261 0.7915317 0.8556727 0.6929466
## [368,] 0.5216216 0.4942523 0.4429351 1.4999762 0.4920091 1.3387946 1.3163913 2.1095348
## [369,] 0.6197943 0.5795662 1.8468721 0.6397119 1.1215948 0.8598826 0.5274809 0.5472049
## [370,] 1.2204166 0.7031227 1.1330321 1.1926425 0.9226965 0.3679115 0.8315652 0.9967544
## [371,] 0.6363037 0.4872371 0.5932295 1.3447834 1.9808836 1.1422227 2.7090834 0.6334778
## [372,] 1.7096081 0.8732350 1.3924741 0.4699459 0.5378792 3.7308455 2.1401491 0.5822592
## [373,] 0.6899427 0.7840963 1.0844228 0.4428527 0.4394140 0.8333090 2.3387569 0.3216642
## [374,] 0.5404825 2.6546924 1.2679536 0.3061466 3.2407412 1.5327714 1.1764635 0.2816928
## [375,] 2.1481361 0.8312163 0.8015893 0.9172978 1.4193104 1.5412795 1.6938364 0.5731952
## [376,] 1.1513238 0.7278660 0.6312828 0.4704124 1.2715951 0.4861015 2.7669709 1.0424470
## [377,] 0.6588458 2.1291011 0.5555652 1.7942884 0.6733060 2.0505804 0.3105406 1.5836349
## [378,] 0.8165496 0.8422975 0.8628650 1.2701085 0.8702224 0.4502276 2.6541062 2.1607929
## [379,] 1.3798670 0.4078824 0.8708586 0.9966988 0.5074402 0.7020654 1.0865411 1.4706736
## [380,] 2.5865483 0.2876111 0.7078050 1.3573340 2.2944773 0.6986668 0.8713212 1.4799424
## [381,] 0.6552368 0.7964388 0.4732022 0.9110416 0.5673781 0.3859980 0.3054712 1.4510561
## [382,] 0.9095261 0.5743139 1.0931719 1.6120605 4.5107595 0.6363391 0.6182737 0.4579027
## [383,] 1.7289172 1.4423621 0.4486816 0.8436066 0.6889013 0.4835695 0.5466714 0.5503034
## [384,] 0.9321818 0.8691937 0.5321354 0.6743076 0.6312473 0.7053976 1.7685807 0.4713834
## [385,] 1.0411843 1.8557750 0.5839941 2.4121131 0.3868464 2.7010363 0.5988127 0.4732448
## [386,] 0.4779966 1.0360348 0.7293788 0.5578608 1.2669317 1.2617765 0.8110806 0.3073184
## [387,] 0.3682856 0.8097629 0.4752370 0.7071161 0.3775667 0.7348464 1.1182841 0.6957892
## [388,] 0.5387286 1.3841314 1.1074560 0.8536629 0.4273214 0.4981024 2.6183963 0.8776631
## [389,] 0.4239624 0.4745808 0.7786387 0.9510976 0.8339985 0.5586222 0.2998404 0.8887007
## [390,] 0.8357386 0.7194651 1.0604785 0.6315863 0.9144739 0.9667968 0.3400099 2.7882220
## [391,] 0.4238357 0.7474933 0.4056982 1.6027509 1.4279950 0.5323014 1.7823521 1.0604198
## [392,] 0.5119811 0.5104224 1.8727182 1.2593762 0.7299196 0.4297287 0.8357294 0.9020704
## [393,] 0.5508933 2.3918077 0.4829218 0.5265419 1.9889116 0.5496782 0.5809407 0.5965301
## [394,] 0.9917833 1.2036813 0.9872145 0.2218024 1.3441942 0.6433900 0.3126479 0.4244611
## [395,] 0.6574659 0.5836635 0.3576728 0.6297977 0.5048671 0.7332854 0.5894012 0.3015480
## [396,] 1.6108976 0.6286749 0.5471064 0.6189036 0.3249040 0.8573031 1.5542512 0.4505907
## [397,] 1.0071965 0.4961378 0.4984575 1.0576029 0.3442694 0.8862784 0.3548067 0.8183782
## [398,] 0.5707537 1.3606513 0.5863123 2.1184586 0.5511161 0.7856199 0.4689696 1.5862472
## [399,] 1.7302802 0.4327571 1.8119811 1.4433296 1.0863471 1.0716809 1.0405545 0.5168952
## [400,] 0.7048705 0.8715122 0.3541926 0.4450560 1.0279782 0.6384514 0.7312278 1.0062641
## [401,] 0.4061256 0.3502974 0.3480011 0.8267051 0.7618622 1.2922060 2.2408862 0.8249769
## [402,] 0.4289068 0.8651207 1.4913665 0.9416127 0.6627102 1.2726418 0.4229131 1.4564923
## [403,] 1.8875495 0.7519635 0.6690756 2.8619317 0.6947029 0.2849372 2.4242190 0.5717003
## [404,] 1.1229374 0.5771895 1.8872050 1.6895618 0.6609864 1.1384339 0.6627382 1.0519794
## [405,] 0.9624638 0.6066959 1.3782627 1.6595782 1.7678579 1.7469713 0.9258175 0.4435918
## [406,] 0.4251320 0.2849148 0.8930750 1.6442057 1.9275914 0.5994196 0.4107700 0.8588988
## [407,] 1.6270573 0.6056656 1.4697598 0.8045190 0.5481983 0.3010268 0.5293327 3.2562382
## [408,] 1.3622602 0.3632652 1.3871736 0.7461320 1.0457160 0.2847586 1.8598237 2.0198105
## [409,] 1.9703202 1.3681982 0.6585218 0.6709207 1.1712507 0.5147038 1.1955211 0.5983790
## [410,] 1.1532429 1.0287468 1.0112569 0.5681749 1.9309639 1.9763388 1.5596542 1.5459408
## [411,] 0.5414145 1.6696674 0.7227087 1.3026556 0.9330527 1.4949737 1.9116505 2.1787548
## [412,] 0.5080024 0.5973612 0.6093711 1.1834602 0.5590361 0.8525477 1.2698779 0.4661729
## [413,] 0.8084162 3.0340357 0.5921199 1.2899479 1.6638243 0.5138168 0.7621759 1.4346515
## [414,] 0.9222505 4.0144460 0.1999401 0.6057287 1.3885691 3.7491284 0.6934782 0.5678328
## [415,] 0.3662836 0.2987778 0.5194433 0.3524002 1.4794139 0.5460737 0.4757660 0.5540545
## [416,] 0.5581670 0.9004714 0.6702626 1.2551569 0.7452364 1.8831238 0.3183461 0.9379907
## [417,] 0.8668220 0.7057239 0.7472818 0.5553752 0.7098019 3.9078157 0.4916454 1.4327056
## [418,] 0.9784789 2.7919374 1.1107539 0.5239541 1.8534917 0.3965881 0.7047921 0.8483040
## [419,] 0.4787258 0.7406781 0.7087771 0.8655704 0.8686065 0.8381435 0.9629446 0.6556186
## [420,] 2.0406430 0.4986653 0.6947685 0.4630730 0.7841586 1.1866644 0.5198338 0.5273767
## [421,] 0.4851177 0.5103610 0.6995376 0.7682884 0.5631513 3.0476664 0.8170031 0.7466252
## [422,] 1.4440765 0.4254753 1.4203364 2.1169553 0.4958770 0.9108360 0.4974876 0.6674235
## [423,] 1.1897341 2.0610263 0.2898192 1.0780790 0.9146935 1.3188966 0.4673454 4.0939550
## [424,] 1.2480069 1.3538260 0.8795616 0.8625947 0.7929164 0.3377955 1.7874132 0.9933200
## [425,] 2.6527502 1.2440983 0.9833899 1.0212586 0.7178698 1.0681530 0.4505915 0.3960138
## [426,] 0.4316597 0.5453029 0.3702786 0.6217649 0.6106315 1.2660949 0.6406099 1.4355989
## [427,] 0.2320748 0.5838908 1.5166091 0.3504951 1.3383082 1.2315896 0.4591781 0.4588887
## [428,] 0.5999237 1.0415549 0.9057952 0.9450177 0.7194204 0.8578777 0.9761401 1.5214512
## [429,] 1.7504144 0.5477421 0.6515486 2.0045764 1.2360203 0.8083382 0.7691322 0.8868131
## [430,] 0.5723831 1.5626092 1.6596392 0.3930365 0.3001815 2.7894936 2.9305059 0.9036648
## [431,] 0.8907920 0.7343119 0.7801372 1.4551404 0.9889220 0.2433026 0.5090573 0.2552031
## [432,] 1.6266687 3.0880019 0.4564712 0.4232487 0.7930667 0.2754800 0.8749611 1.1123033
## [433,] 0.6144575 0.4615329 0.5341445 0.7816793 0.5354282 0.6439948 0.4283815 3.8348082
## [434,] 0.4093313 0.5819835 3.8785348 1.0347546 0.2874499 0.7220509 0.6694154 0.7065763
## [435,] 2.2048242 1.3231513 2.0818147 1.0569634 0.9233851 0.6113957 0.4782584 2.9061820
## [436,] 0.6766616 1.3452282 0.9444117 1.7656455 0.9338693 1.3176631 1.6858307 0.5511409
## [437,] 0.4859486 0.7678820 0.4393003 0.7412900 0.9378859 0.4713335 1.0366258 0.5368414
## [438,] 0.7351351 0.3616823 0.8723536 1.1571246 0.8212040 0.2965452 0.4552398 1.1275776
## [439,] 0.4975560 0.7644778 0.4338369 0.9093519 0.7990644 0.4240735 0.6562409 2.2646950
## [440,] 3.5140329 1.9599547 1.4895146 0.5726404 0.9175321 0.5319727 0.8434622 1.7530184
## [441,] 1.3148915 0.9622668 0.9747431 1.6293814 0.8927979 0.4525998 0.7639855 1.0187304
## [442,] 0.5240642 0.8837567 1.6718527 1.2439201 0.3971459 1.0459723 2.0208016 0.3767735
## [443,] 1.6366650 0.6186765 2.8045564 0.5335325 1.2287431 0.7234708 0.7348953 0.9656974
## [444,] 0.4685270 0.5853464 1.0971535 0.7970863 0.7996745 1.0615031 2.4939518 0.7076189
## [445,] 0.5197088 0.4444104 0.3471834 0.4502122 0.5015068 0.3726778 0.4832485 0.3647403
## [446,] 3.0069826 1.2726336 0.5591808 0.3397866 0.6818173 1.0115642 0.4634552 0.4901761
## [447,] 0.3704417 0.5144473 0.4590624 2.1908124 0.6967221 2.0116969 0.4078113 0.7351787
## [448,] 0.7395177 0.3600555 0.4728812 0.3836132 2.2510887 0.4389633 1.2407962 0.3480265
## [449,] 0.3896944 0.6451730 0.7562256 1.1260923 0.5900880 0.5522440 0.6007499 2.0562599
## [450,] 0.7811863 0.4606660 0.4833076 0.7049682 0.6332174 0.7026150 2.9258114 0.7967591
## [451,] 1.3733155 0.7846289 0.5124348 1.9518230 0.6807179 1.6084074 0.9131013 0.5590780
## [452,] 1.3408794 0.8518654 0.4457818 1.3191344 0.6692751 0.8364632 1.3220715 0.7160684
## [453,] 0.3683649 0.7174447 0.6977500 1.4107883 0.7288282 0.8254385 1.6811569 0.4610389
## [454,] 0.3620613 1.2168039 0.5864396 0.5150287 0.2663094 2.5265807 0.4488784 1.1296239
## [455,] 0.7648756 0.7884645 0.3857378 0.7969791 1.0593281 0.7076568 1.0220826 0.5430961
## [456,] 0.4017699 1.1027555 1.4400609 0.5279242 1.0890576 1.8121648 1.8252110 0.8116480
## [457,] 0.7611681 0.6302605 0.7389199 0.6441884 0.5639218 0.9462399 0.7029528 1.6043063
## [458,] 0.3960519 0.4997065 1.5621303 1.5189116 0.8458002 0.9924359 2.4341666 0.4727272
## [459,] 0.3724799 1.3022433 0.5131553 0.4277347 0.8138192 0.6835420 0.6201325 0.2861705
## [460,] 0.5578977 1.5400612 1.9083771 0.5621796 0.3456414 0.5679464 0.8476352 0.9097879
## [461,] 2.1258237 0.8351494 0.8216345 2.3380152 0.6761525 1.4930391 1.1369704 1.4131048
## [462,] 1.2047296 0.8289044 1.3375828 0.7646461 0.8074960 1.7918645 1.3826947 0.2589705
## [463,] 0.6988938 2.9568443 0.9257275 0.7721581 0.7730040 0.4400173 0.6919530 0.3918230
## [464,] 0.8275254 0.2549396 0.4683665 0.3447728 0.9383227 0.6113453 0.5644300 0.8190481
## [465,] 1.0123571 0.9147365 0.2422021 0.5756164 0.5641461 0.6110329 1.8254099 0.4660229
## [466,] 0.5242867 1.9917298 1.2171634 3.1508277 0.9577438 0.8476429 0.7122895 0.7293740
## [467,] 1.2541399 2.3609496 0.7505852 0.7626828 0.8581026 0.6176184 0.9321283 0.4602812
## [468,] 1.6696088 0.4984332 0.9983552 0.6671459 1.6513046 0.6037783 0.6704402 0.7793335
## [469,] 0.4964682 0.4656352 2.1098973 3.6434137 1.1329437 1.7294456 1.0063133 0.9159485
## [470,] 1.0210412 0.7215570 0.5552284 0.4138937 0.3745615 0.3006926 3.4306750 0.8519179
## [471,] 0.2298679 0.9842244 0.8592820 0.7675512 0.7324082 0.8964898 0.5583400 1.0520778
## [472,] 0.5153116 1.0373657 0.7541389 1.1288823 0.3313430 0.9730096 0.5415205 1.6359163
## [473,] 0.4709953 0.7209593 0.6204898 0.2847803 0.9277704 0.5209780 0.5684870 1.3995616
## [474,] 0.9022901 0.6684605 0.4513936 1.3901207 0.5519628 1.2334138 1.1543903 0.6532237
## [475,] 0.7029496 2.4341641 0.3744608 1.0508081 2.0754448 1.5138514 1.1288699 0.8555347
## [476,] 0.3963579 2.6534008 0.6013489 0.4536887 0.7485289 0.5550814 0.6284545 0.9830454
## [477,] 0.3413275 0.5392182 1.8317845 0.6138916 0.4050644 0.5498210 1.0051528 0.8633142
## [478,] 1.0753408 1.3202928 3.7155244 2.9600905 1.1117110 0.5905367 1.4776713 0.7012533
## [479,] 1.3851761 1.8363578 0.9015968 0.4011476 1.8758432 0.4204274 1.6153482 0.5416365
## [480,] 1.2147935 0.2678459 0.5915152 0.5856317 0.9435431 0.6893289 2.1367580 0.4168874
## [481,] 1.1685669 1.9193308 1.6045353 0.3830814 1.3808076 1.5815419 0.7862516 0.5369996
## [482,] 0.2886397 0.6219781 0.7453076 1.1549756 0.5752854 1.2070235 0.8909531 0.5519328
## [483,] 0.5984723 0.8101548 1.9294357 0.6982909 2.7978846 1.7278102 1.7506713 2.7026269
## [484,] 2.6800951 0.3359421 0.8777546 0.6091320 0.8828815 0.8766481 0.4955134 0.5796233
## [485,] 1.4267065 0.8600384 0.7268211 0.8274189 0.7604006 1.0082405 2.6184949 1.5873090
## [486,] 0.6726367 1.6136464 0.9224767 0.9052784 1.3606915 1.0669171 2.4847301 1.3918747
## [487,] 0.7439386 0.7894178 1.2258862 1.2035599 0.5867727 0.7742214 0.4595053 1.3352386
## [488,] 2.4129618 0.3021932 0.5208284 1.4209865 1.1759858 1.0191203 0.7533407 0.5712869
## [489,] 0.8334939 0.3261564 2.1847259 1.3195211 0.6708540 0.8939087 0.8834304 1.7885504
## [490,] 0.5706720 1.0076024 1.2850834 0.3478528 0.6988716 0.6700570 2.8794906 0.6748290
## [491,] 0.5060518 0.2634629 0.5027482 0.6647985 1.7796006 2.0969711 0.4447084 0.4918939
## [492,] 0.3481886 0.6685899 0.6451619 0.9188067 1.7013645 0.4936584 1.5052090 0.5202478
## [493,] 0.6755703 1.3403888 0.3955894 1.2322314 0.5432155 0.6185057 1.6151366 0.7277371
## [494,] 0.4249431 1.8143587 1.7409349 0.9244053 0.5482677 2.1429852 0.3837294 1.0127137
## [495,] 0.7681374 0.6651509 0.2886086 1.4722077 2.5831064 0.6896737 1.6006852 1.4956784
## [496,] 1.6437834 1.4279149 0.5022887 1.0779490 0.9105327 1.0601520 0.2955053 1.1839593
## [497,] 2.7997721 0.9291493 1.0168661 0.6795629 0.5690075 0.8902068 0.3115295 0.4736026
## [498,] 0.8162143 2.4959588 0.7348473 1.8891877 1.6129992 0.6553394 5.4769923 0.7216604
## [499,] 0.6581910 0.4779139 0.7032311 0.9982848 0.3670931 0.4651257 0.3766585 4.2186870
## [500,] 1.4456916 0.4410749 0.7233932 0.6330002 0.4397092 2.7106992 0.9559015 0.6229062
## [501,] 1.6604066 0.5105701 0.9589523 2.1879246 0.2944176 0.6513018 3.8516775 2.4154021
## [502,] 3.7205417 0.9127435 1.9277395 1.5531238 1.0524885 0.6462927 0.4872851 0.3478764
## [503,] 0.8928742 1.2289297 1.2716395 0.6144773 0.7274306 0.3583553 3.1394215 2.2536568
## [504,] 0.7165345 1.3046073 0.3937624 0.5517085 1.1617000 2.1376026 1.2477467 0.9346257
## [505,] 1.7633927 1.7629786 1.9540076 1.1214880 0.4979538 0.9291001 0.3782715 1.3528453
## [506,] 0.4373298 0.9950566 0.8062364 2.1653129 0.5489718 1.1742834 0.6493347 1.1595848
## [507,] 0.3205096 1.3364094 0.6738913 0.8485347 1.4933290 0.9863071 0.5813860 0.4524688
## [508,] 2.3538085 0.2774934 3.6325302 0.7309147 0.3749427 1.1509604 0.5380248 1.2098279
## [509,] 1.0463199 1.2300702 1.8057097 1.1578117 0.2945610 0.8899306 0.5046978 1.9639534
## [510,] 3.4970040 2.0922900 0.6778071 1.1909311 0.5124625 0.8861142 2.6627934 0.4375426
## [511,] 1.0936138 0.9090733 0.5066811 0.3357164 0.4637539 0.9468086 1.0251156 2.2797011
## [512,] 1.5307423 0.6116207 1.4033025 0.9522536 0.5274321 0.6305794 0.5632709 0.8895340
## [513,] 0.4667142 0.9433790 0.3663573 0.7920240 0.7215327 0.8778160 1.4990330 0.6778674
## [514,] 1.0644224 1.3023512 0.6210742 0.2603712 0.6619511 1.3143942 1.0082428 0.3653328
## [515,] 1.9247036 0.2970466 0.4894635 0.4350327 0.5776744 0.4604027 0.6257216 5.5432861
## [516,] 1.3713204 0.4463485 0.6479258 1.1695454 1.0965627 0.4489328 0.5637668 1.3668928
## [517,] 1.9790187 0.3380270 0.6350842 0.3521793 0.4392771 1.1052826 0.5631362 0.7767482
## [518,] 1.5471290 1.6388288 0.5310815 0.6733340 0.6377880 0.5288127 0.7549205 1.4154593
## [519,] 1.2080944 0.4227757 0.7642474 0.2400065 0.5454762 0.4426261 1.0208381 1.0790208
## [520,] 1.1810654 1.1566322 0.3565839 1.7431175 0.7065008 0.5894833 2.5838689 3.1792508
## [521,] 2.4941588 0.4297884 0.6606589 1.3519567 1.0615894 0.4170115 1.9302137 0.4198818
## [522,] 0.3663519 1.3884188 0.5443863 2.9126346 1.0409181 0.5620681 0.5070977 0.8685082
## [523,] 0.3739564 0.6987629 0.4060033 0.3124392 0.6271677 0.4168799 0.8149735 1.1425727
## [524,] 0.6452772 1.1684020 0.5095970 0.7255875 1.5791437 0.5688425 0.6468101 1.2491386
## [525,] 0.4326584 1.4422935 1.1614791 0.6124693 1.9368996 0.5908886 0.6479987 1.0428540
## [526,] 1.0090787 0.8838700 3.2345455 0.4862024 1.9011039 0.4726629 0.7484970 1.0155659
## [527,] 0.8556713 1.5261979 1.2344915 0.3733181 1.8967385 1.5820006 1.1133142 1.0957062
## [528,] 0.8940849 0.8406133 0.7183199 0.5943184 0.4622094 0.6426616 0.3607733 0.4854823
## [529,] 0.5742659 1.4930970 0.9335893 0.4334831 1.1472465 0.4154740 0.3049674 0.2981829
## [530,] 1.2304529 0.5157056 0.4329113 1.3732259 0.5916427 0.8762816 0.4009012 1.8793985
## [531,] 0.2788873 0.7088188 1.5588183 0.8051062 0.3978043 0.6716093 0.8559580 0.6278186
## [532,] 0.4350070 4.0881378 1.3465498 2.2151036 1.1090416 0.8572173 0.7959645 1.1061258
## [533,] 0.9494988 0.6657039 1.4904558 0.7896481 0.7562562 0.5169171 0.3170402 0.3222068
## [534,] 0.9115107 0.4845017 0.7410753 1.0822547 0.8520334 0.7239852 0.9079243 1.6368578
## [535,] 1.0324528 0.6407444 0.7053174 1.2737152 1.2361613 0.5303315 0.6487587 0.4051364
## [536,] 1.4095832 0.9685734 0.6174169 0.9635936 0.4170144 0.7207021 1.2689075 0.6303174
## [537,] 0.7893147 1.0680536 0.3760443 2.1178715 0.4866330 0.5629825 0.4981494 1.2776593
## [538,] 0.9636159 1.6770534 0.6949567 0.5336350 1.2809615 0.2532143 1.8190843 1.0383204
## [539,] 0.4656934 1.2417128 0.8696821 0.6563071 2.2374972 0.4235046 0.5090698 0.7949720
## [540,] 0.5397400 2.1088327 0.9460572 0.7968030 0.9126219 0.6214528 1.3153423 1.1823592
## [541,] 0.8566767 0.5171876 1.8632541 0.9183259 1.4590354 0.5792649 1.5148158 0.5981718
## [542,] 0.5588332 3.7111650 5.8024646 1.0862038 0.9075702 0.5555322 1.3819378 1.2524944
## [543,] 4.6966693 0.7380158 0.6828429 1.6154369 0.4960338 0.6111585 0.7488949 1.4549654
## [544,] 1.4740239 0.4156497 0.9074948 2.5071916 0.3887801 0.4983684 1.1676162 0.7821194
## [545,] 0.4455866 0.8019430 0.6937307 0.4684071 0.9993420 0.5952941 0.5029976 0.4895719
## [546,] 1.7078327 0.4928835 2.7391267 3.6869657 1.0051647 0.6495166 0.5595558 0.3570655
## [547,] 0.4397896 0.4812272 0.6155964 1.0742849 0.8918513 0.9766076 0.5426104 1.0912808
## [548,] 0.5634432 0.6378736 1.3140185 0.8488156 1.0106404 0.4117864 0.7088949 1.0347132
## [549,] 0.3481197 0.4809369 1.4127798 0.6095139 1.1934888 1.1397239 0.7445789 1.0371757
## [550,] 0.5670729 0.4200812 0.9640578 3.5984814 0.5306228 0.9095013 1.0376348 0.4702733
## [551,] 0.7177367 0.3638784 0.9565919 1.2645891 1.4017066 1.0997721 0.8035605 1.4148255
## [552,] 2.0429222 0.8654050 0.8820475 3.8759383 0.4774491 0.4808141 0.2555477 0.9848697
## [553,] 2.1094504 0.9132299 0.3704953 0.3155885 0.3945146 0.5638771 1.3179442 2.3589842
## [554,] 0.8774509 0.4865618 0.4571460 0.9454430 0.7834605 0.7482883 0.9489748 0.5501836
## [555,] 0.8197051 0.5309793 0.5114831 0.2693878 0.7720727 0.9191799 0.6106454 0.7294382
## [556,] 0.4726428 0.6878943 1.9811350 1.0540345 0.4803410 0.5852842 0.8528914 0.4591907
## [557,] 1.0837883 1.2161606 0.5705085 1.6199222 1.3206658 1.0071914 0.9977094 1.3476198
## [558,] 1.4711286 0.4765728 1.6522878 1.6328468 3.5201222 0.3626192 0.4571459 1.4282523
## [559,] 0.9436879 0.7443417 0.9196742 0.6312532 2.1492853 0.8225476 0.3521803 0.4977115
## [560,] 1.7043728 0.4062666 0.8567863 1.3450103 0.8790521 0.3953918 1.0483496 0.7790065
## [561,] 0.8405205 2.8003386 0.5565316 0.8400622 1.9838255 0.4720289 1.0613943 0.8534938
## [562,] 0.5228518 0.5717886 1.1355183 1.1343944 0.8132590 0.4044352 0.9340483 0.8071901
## [563,] 0.6744391 0.8252696 1.0353771 0.2519106 0.8014776 0.7242988 0.8929783 0.5815131
## [564,] 0.3091477 0.5784143 0.5213987 0.6438930 1.7176301 0.4702348 2.4204529 0.5220385
## [565,] 0.3781088 1.6302986 1.0581295 1.6595566 0.6180142 0.5190474 1.5357990 0.3586930
## [566,] 0.9670841 0.3742875 1.5733749 2.2082642 1.2277103 0.3640930 0.4894171 1.1086512
## [567,] 1.0819755 0.3141387 0.3923491 0.9616109 1.0707721 0.7660824 1.2081357 0.6834499
## [568,] 1.2866100 0.6625917 0.6397173 0.8762055 1.5267199 0.3970792 0.4117791 1.1194859
## [569,] 0.5908816 0.6772873 0.9098553 0.4674792 0.3508646 1.5388887 0.8922502 0.6056065
## [570,] 1.4853166 0.3993218 1.0370381 3.1917592 0.8844180 1.2366169 1.9073353 0.7316067
## [571,] 0.4726176 0.5515058 1.9396204 1.4556932 2.0158819 0.6519965 0.4257757 0.5563438
## [572,] 0.6679163 0.5751065 0.3896280 0.7259534 0.7471566 0.4343776 0.9572644 0.5908906
## [573,] 0.5229909 0.6320348 1.2691064 0.6332910 0.7393292 0.4312854 1.0162426 0.7849928
## [574,] 0.6258437 1.0577550 1.5154135 0.3944165 2.1834190 0.3948265 1.1759423 1.9994984
## [575,] 0.5578639 0.3754010 0.8583147 0.3878432 0.9885082 0.2959716 0.8069332 0.3791980
## [576,] 0.2869789 0.4149743 0.7766370 2.4077847 1.2726149 0.8894491 0.6604552 0.4389037
## [577,] 1.1506002 1.0748461 0.5805322 1.4782890 0.8800721 1.0030353 2.9079986 0.8876493
## [578,] 1.2420543 0.6210958 0.7318167 0.4268425 2.2810041 2.3417664 0.9672526 0.6696292
## [579,] 0.3605274 0.9224553 0.4060902 0.5808054 0.3958984 0.9815740 0.3380929 1.4547166
## [580,] 1.5530453 0.4798560 1.4710047 1.2144100 0.4505819 1.3574076 0.4783270 1.3325373
## [581,] 1.1373575 0.9233336 0.3135447 0.3472760 0.6485582 0.5032836 1.2082286 0.5629734
## [582,] 0.5584381 0.5567897 1.4179775 0.5659936 0.4208312 0.5413325 1.1796886 0.7910622
## [583,] 1.5456645 3.4966421 0.9600253 2.3980697 0.8212704 1.0771605 0.6015282 0.4611839
## [584,] 0.5027701 0.4032802 0.5736343 2.3832519 0.4010685 0.8484989 0.4116234 0.8516924
## [585,] 2.1497284 1.7253939 1.2247658 1.6477679 0.5040928 1.1608094 0.5878617 0.6388317
## [586,] 1.0926890 0.4499942 3.5892282 0.7366412 1.1336014 1.2995834 0.2632854 1.6525719
## [587,] 1.0590554 2.7955260 0.7539024 0.4557715 3.5404478 1.1804947 2.2435927 0.5120608
## [588,] 1.0519577 1.2866613 0.9616768 1.4520172 0.7562250 0.9185534 0.6461365 0.3598267
## [589,] 1.3212140 0.9071982 1.2077804 1.2002705 0.5968461 0.7572034 0.8738858 0.4251554
## [590,] 0.3936301 1.3229402 0.9962150 2.0174812 0.7302422 0.9270739 0.9313188 1.1038584
## [591,] 0.6426738 0.7792860 0.4734999 1.2199619 0.2804286 0.5605849 0.4990349 0.6056407
## [592,] 1.3290821 1.0333871 0.6597609 1.0538037 0.3293777 1.6368065 0.8707405 1.3340212
## [593,] 0.3448066 0.3295035 0.3882076 0.9107761 0.9351533 0.8606895 0.7148487 0.3729088
## [594,] 0.2421279 1.1134659 1.0364236 0.5337029 0.3621461 0.9619515 1.3372696 0.8923872
## [595,] 0.7325295 2.1165273 1.2427307 0.8866306 0.7850837 0.4631088 0.6325799 0.3753217
## [596,] 2.1080029 1.6730445 1.1410276 0.6897518 0.5315947 0.5561664 0.4943697 0.5003496
## [597,] 0.5483802 0.9846971 1.8491733 0.8500700 0.8978430 1.2424596 1.3282195 1.1958802
## [598,] 0.6515104 1.3078941 1.0784648 0.7996080 0.4980429 0.3701987 0.6949568 0.2721994
## [599,] 2.6914491 0.3137306 1.5962340 1.5462498 1.1846105 3.2846874 0.7758043 0.6945733
## [600,] 2.2212681 1.3857769 0.6709095 1.0456268 1.4080841 0.9285133 0.6155018 0.6574584
## [601,] 0.5284655 0.3657906 0.5950532 1.0414456 0.4134318 0.9436096 0.6636238 0.8551520
## [602,] 3.4107915 1.0164447 0.3781843 0.6500584 1.2907318 1.0891847 0.5808472 0.5803537
## [603,] 2.4300068 0.5084341 4.8851735 1.0097203 1.1850526 0.8515176 0.7668638 2.5790526
## [604,] 0.3204868 0.6825206 0.9141897 1.0932233 0.7882151 0.6880617 0.6475653 0.4328210
## [605,] 0.7423448 2.8083358 0.4657398 0.4344186 0.8401550 0.9195464 0.2835249 1.3939580
## [606,] 0.4928774 0.4742255 1.2503842 1.0332124 0.3501996 1.3941428 1.4370005 0.3722164
## [607,] 1.2410565 0.7731106 1.7980900 0.4540856 0.5974172 1.5213605 2.2626398 0.7016895
## [608,] 1.1918955 0.4452291 0.4536782 0.6066232 0.4880729 0.7278910 1.3595049 0.8300934
## [609,] 0.5159455 0.4596434 0.5361795 0.9210190 2.5154987 1.0670526 0.6536069 0.4902624
## [610,] 0.7328744 0.4955994 0.4165970 0.5312047 1.1269905 1.4016851 2.5657765 1.0283650
## [611,] 0.8661590 1.2151931 1.7419686 0.6129987 0.5534966 0.4389560 0.6301655 0.7124530
## [612,] 0.3487345 0.3455363 1.0308185 1.0441548 0.9087376 1.9862773 0.3967144 1.1013570
## [613,] 0.8362764 0.6438257 0.4043152 0.5124425 0.9117309 3.3967023 0.9126556 0.7538727
## [614,] 3.7706153 3.7674098 0.8147961 0.6239351 0.3453373 1.5265414 1.3418754 2.0085092
## [615,] 0.7316936 0.4917125 2.2637538 0.5711947 1.6335205 1.2928082 0.4901881 0.7483790
## [616,] 0.5325290 1.3628210 0.6879224 2.8499668 0.8382611 0.6157751 0.8093766 1.3456826
## [617,] 3.2347498 0.5772856 0.5307970 1.2232195 0.7841751 0.4098339 1.7560267 1.2371281
## [618,] 0.5094296 0.8602945 0.5669843 0.8932146 0.8418780 0.8284747 0.5041634 0.3733246
## [619,] 0.9676285 0.9522474 0.5789663 0.5027286 1.1771657 0.6320991 0.4279002 1.0019633
## [620,] 1.2233678 0.6360629 0.4878368 0.3256978 0.6519936 0.6321655 2.5751358 0.5134084
## [621,] 0.3883730 0.7687920 0.5313188 0.5957939 1.4238813 1.6388354 1.2529655 0.5464143
## [622,] 1.3111567 0.6174870 0.5422899 0.5774947 1.9175034 0.8519155 0.7130197 1.7718036
## [623,] 0.5720271 1.2095347 0.5763641 1.3442897 0.4366626 3.0646727 0.3806204 1.0418894
## [624,] 0.3972863 1.6192359 1.0056728 0.7341795 1.3532489 0.7459802 0.8621596 0.7825650
## [625,] 0.5367637 1.4614772 0.9266696 0.8992932 1.1217421 1.5437216 0.5397530 2.0766618
## [626,] 1.2224904 1.5935855 1.4573884 1.0733570 0.9486674 0.5967617 1.0457072 0.8578233
## [627,] 1.0732779 1.0310459 0.9036074 0.3601337 0.4117265 0.5078092 0.6894153 1.1936229
## [628,] 1.4701290 1.1467256 1.1834752 0.3221799 0.4909301 0.4370713 0.6000663 1.2706881
## [629,] 2.4195054 0.4473862 1.2586043 0.3512535 1.6878161 1.0297577 0.5035843 4.6053497
## [630,] 0.6336528 0.9811615 0.5323082 1.0122886 1.0932554 0.4748795 0.4777633 1.5336989
## [631,] 1.2831567 1.9642914 0.4769927 0.5978257 0.7895617 1.4629343 0.6326759 2.1299252
## [632,] 0.7002458 1.6074479 1.2722578 0.9922502 0.9571367 0.6655492 0.8281069 1.7770953
## [633,] 1.0858150 1.4722355 0.4956802 0.2783190 0.7991307 2.0952797 0.3730051 0.3996312
## [634,] 0.5745016 1.0179573 1.6613907 0.4474432 0.6067014 4.6094717 0.8108825 0.7621286
## [635,] 3.0228398 1.4534987 0.7623995 1.0543842 0.5472891 1.2899998 1.2867640 0.4082142
## [636,] 2.4434021 0.9451895 0.9470240 1.3149000 0.6633181 0.5186190 0.4116522 1.2576563
## [637,] 0.3907581 0.4782595 0.5513928 0.3180454 1.0229203 0.5342980 0.5965987 0.3521307
## [638,] 0.9340222 0.4272150 0.7488908 0.2508702 1.0334894 1.1192685 0.5614825 2.4582813
## [639,] 3.0128960 1.3512565 2.5090617 0.3097557 0.4336424 1.4280135 0.8190639 1.2391992
## [640,] 1.0078455 0.4316652 0.8355492 0.8767215 0.3331766 0.5411724 0.8914001 0.3048054
## [641,] 0.5457447 1.2014219 1.4804596 0.4773732 0.6155049 2.2382942 2.7049081 0.3832555
## [642,] 0.8317847 0.9073903 0.2946747 0.3776734 1.0717038 0.3932318 1.3876943 2.5641980
## [643,] 0.9413766 1.0935590 0.7449139 1.0121829 1.2496176 0.9979643 0.3391755 1.2021224
## [644,] 0.6179091 1.6046689 0.6723638 0.3555316 0.7576777 0.8522126 1.3417574 0.7711829
## [645,] 0.5026188 0.3880170 0.9724655 0.3851035 2.7907695 0.5836072 0.9161682 1.4463369
## [646,] 0.2466491 2.1689339 0.6362901 0.5284522 0.5182471 0.7897891 1.4904859 0.6910586
## [647,] 0.8502568 1.4754899 0.5411832 0.7958105 1.6917272 0.3846166 0.5737836 1.3023700
## [648,] 0.8033056 0.4917415 1.2715140 0.5017614 1.1547952 0.3904229 2.0326624 0.3954493
## [649,] 0.9530898 0.2562168 0.5122669 1.3641188 0.7257720 1.4659118 0.8619047 1.6803883
## [650,] 1.4990312 0.3702207 0.6252269 0.8912747 0.3878730 0.4556222 1.0190292 1.8611538
## [651,] 0.5037511 0.4056564 2.9900662 0.8327653 0.8141366 0.9255730 2.9105357 0.8276047
## [652,] 0.4232452 0.8009196 1.0616276 1.7289957 0.8671494 1.6122434 2.7415565 1.0753158
## [653,] 0.5784638 0.4545160 0.8194606 0.6584337 0.5063862 0.4982245 0.5565406 0.4070907
## [654,] 0.5327480 0.5519214 1.8791544 0.5633765 0.3338352 0.7971133 0.7436591 0.6436679
## [655,] 0.9249300 4.9709788 1.0782775 0.7451068 2.1677961 1.0411428 1.4221724 0.7076705
## [656,] 0.3831032 0.9768503 0.7527097 0.4116709 1.5441532 0.5527824 1.6220988 0.5902951
## [657,] 0.4737347 1.1834213 0.6651126 0.8306580 1.1267941 0.6764409 0.2873067 0.7658422
## [658,] 1.1381138 1.0522781 0.4651235 1.7046769 0.4914722 0.7318359 0.6459927 1.1341778
## [659,] 0.8230077 1.1012110 1.0046916 0.5677851 0.5259569 0.8883840 0.3903207 0.9124301
## [660,] 0.7277787 1.6217376 0.5858141 0.8459175 1.1115458 0.6805992 1.5226088 1.2764112
## [661,] 0.3336154 0.9100628 0.4929060 1.0803125 0.6429009 1.3901807 1.2127798 0.4386464
## [662,] 0.5314563 0.4713586 0.4892176 1.1455369 1.4810022 0.5162330 9.6789748 0.7307948
## [663,] 0.7788846 0.8816935 1.1425595 1.2555543 0.4543188 0.5288460 0.4814173 0.4720156
## [664,] 1.0360350 1.5306660 0.7567303 0.3167508 1.1644337 1.2475978 0.6510969 0.3506591
## [665,] 0.5923032 1.6123545 2.0670439 1.2300526 0.7339344 0.8377934 0.3563048 0.7601109
## [666,] 0.3476078 0.4648342 0.3458386 0.3789625 1.1960176 0.8387405 0.3811824 0.4497069
## [667,] 0.5304348 1.7224775 0.6111949 1.6244402 1.5814081 0.4258384 1.5184724 0.5429198
## [668,] 0.3502681 0.8635969 0.5934236 1.1217996 0.9925593 0.9332801 0.2974288 1.2682542
## [669,] 0.3088973 0.3409297 0.2857160 0.7226077 0.6368548 1.7602145 0.8768114 0.4041411
## [670,] 0.4789668 1.5766378 0.9433761 0.7641553 1.1061063 1.7101441 2.3500497 0.9532955
## [671,] 1.3284924 1.6244544 0.7040165 1.2756523 0.4564353 1.0904739 0.4707330 0.4255751
## [672,] 1.6043716 1.0943955 2.2478010 2.0972241 0.3942381 0.4089747 0.8283711 3.0447825
## [673,] 0.2696272 0.3435858 0.8571451 1.3258479 0.4483435 1.7736473 0.3506311 0.3503465
## [674,] 1.6986405 1.4034783 2.6750700 0.4133829 0.6528494 0.4289268 0.6305788 0.8263376
## [675,] 1.8274783 3.8087899 0.5670221 1.4246841 0.7989870 1.0622103 0.8789182 0.6847432
## [676,] 0.3724869 0.8933401 1.0056270 1.5393095 1.0163459 1.1927076 1.1590824 1.2512186
## [677,] 0.3467214 0.9213333 0.2948808 0.3008183 0.6130435 0.2478400 0.6816378 0.7357581
## [678,] 0.5308466 1.0072540 2.4006174 0.5570831 1.2398433 0.6403123 1.9586823 1.2517599
## [679,] 1.6482276 1.0359839 0.7189251 0.2611489 1.9100534 0.7224992 0.7774168 1.7668239
## [680,] 1.0018307 1.2706485 0.8563551 0.8967572 2.3588657 0.5891640 0.5654509 0.4724190
## [681,] 0.4398928 1.2250989 1.6338003 0.3629659 1.8222825 1.2182952 2.9858959 1.2563239
## [682,] 0.8769012 0.8806334 0.5240234 0.7657595 2.1017139 0.4376557 4.4664772 0.5785170
## [683,] 1.0154412 1.2405627 1.0443355 0.4669080 0.6299949 0.3799951 0.5958076 0.7712920
## [684,] 0.8627021 1.2204372 0.2712432 0.9000942 2.7539685 0.4418830 0.3595038 1.5461061
## [685,] 0.5761146 0.6811640 1.2977198 1.1374076 1.9441021 2.2968959 0.6936685 0.3259893
## [686,] 1.0956434 0.6072455 0.6217355 1.2031274 0.8688229 0.4195525 0.4075477 0.8123428
## [687,] 0.3768808 1.3941300 0.7914409 1.0569852 0.9600225 0.6720545 0.4860421 0.5912851
## [688,] 0.7017436 1.1928254 0.8690338 1.6596235 0.8845876 0.5435648 1.1810921 0.9393959
## [689,] 1.4182020 0.6581936 0.5735607 0.7298058 1.1824341 1.1695142 0.6211812 0.6566846
## [690,] 0.5153649 0.6575551 0.6366476 0.6087540 1.5572192 1.4534775 0.8849573 1.1372762
## [691,] 1.4592638 0.9304486 0.5446000 0.4519609 0.4335921 0.8876584 1.0178539 0.4104750
## [692,] 0.4050032 0.7715461 0.9972911 2.5130022 1.1752785 0.6160737 1.7449709 0.6365240
## [693,] 0.3761973 0.6520646 3.5548353 0.7141803 1.0694717 1.5905030 1.4126703 1.5120765
## [694,] 1.0435520 1.0994061 0.9749372 0.6584615 0.4447714 0.6979947 1.3285761 0.9284776
## [695,] 0.9866317 1.2952496 0.8748959 1.3624400 0.4023595 0.7162059 0.5045381 0.7382997
## [696,] 2.1290282 0.6800409 1.1644155 0.5996824 1.2119442 0.7339997 0.3629204 0.4802817
## [697,] 1.0011447 0.3669145 0.6630718 0.7919762 1.5234645 1.5228162 1.3619406 1.7304895
## [698,] 0.4712668 1.0029109 0.2874965 1.6421238 0.9597069 0.3549691 0.5343312 0.6966158
## [699,] 0.8461419 1.0842759 1.1971571 0.6957682 0.4785504 0.8901117 1.2439919 0.7284559
## [700,] 0.5047166 0.5339631 1.7411939 0.7270268 0.9372129 0.2280271 0.4320373 1.4701285
## [701,] 1.0766282 0.2316564 1.2715328 0.5258560 0.5969511 1.3112758 2.2557745 0.9576177
## [702,] 0.3299287 1.0908583 0.7780815 0.7513303 0.3109624 0.2918739 0.3849775 1.1467144
## [703,] 1.0954172 1.3442942 1.2367870 0.7393061 1.8036826 2.0438762 1.3363683 0.5559921
## [704,] 0.6365441 0.4895645 0.7252021 0.7193209 2.3677561 0.8774641 1.1793589 0.5179941
## [705,] 0.4732260 2.3914078 0.2971281 1.0703119 1.0982148 0.6063854 0.4457600 0.4387308
## [706,] 1.0727183 1.0338506 1.0430378 1.2902730 0.7017546 0.6316643 1.2137172 0.4443536
## [707,] 0.5098055 0.4779902 0.6684229 1.4001158 0.5527217 0.2663495 0.4913871 0.8437772
## [708,] 1.3613902 1.2086135 0.3980979 2.0870587 4.0863983 1.4731946 0.9555787 0.9037782
## [709,] 1.6136209 0.5624563 0.5846108 0.9335888 1.9953278 0.6402162 0.5552247 0.7327680
## [710,] 0.9001169 1.0531866 0.6034990 0.6724149 1.3461831 0.5595410 0.8135121 0.9006617
## [711,] 0.8542030 0.3308261 0.5477108 0.3656539 0.6943411 0.3870137 1.0261174 0.5627362
## [712,] 0.5048682 0.9051559 0.3859106 0.4467283 0.6454239 0.5465348 0.3469993 1.1875879
## [713,] 1.4823145 1.3667530 0.6267629 1.3686135 0.6787856 1.2308528 0.5630887 1.0387751
## [714,] 0.7802673 0.4454636 1.0504639 0.4936712 0.7633093 1.0390778 0.6551466 0.5751087
## [715,] 0.7511175 1.1207190 0.5947337 0.6389611 2.0784790 1.4241883 0.5340572 1.1716057
## [716,] 0.8910346 1.2437278 2.6160325 5.1253715 0.7591946 0.5129285 1.1808498 0.5258197
## [717,] 1.1884359 1.7036954 0.6251799 0.7919478 0.6802796 0.5721261 0.4246264 0.8350931
## [718,] 0.3864665 1.0990557 2.3343866 1.1846077 1.9808776 1.1427063 3.0067464 0.9779168
## [719,] 3.4560639 0.9861670 0.6782657 0.6990978 0.4226543 0.5785384 0.9130471 1.3139446
## [720,] 0.8107336 0.6344856 1.3648407 0.4417822 0.9245439 0.4740038 0.4365213 0.3478071
## [721,] 0.3272755 1.7553927 0.8997499 2.0377848 0.8055247 2.0222439 1.4673908 0.8823462
## [722,] 0.8461201 1.4648671 1.1165323 0.4915436 0.6761473 0.8732705 0.5220537 0.4288100
## [723,] 0.6307346 0.3998143 0.3255601 0.9367359 0.4082102 0.7636501 1.1513638 0.4636079
## [724,] 1.4983761 0.6628278 1.9050818 1.1581776 0.5974947 0.4070297 0.6153815 1.0416082
## [725,] 0.5510353 0.4191124 0.6968605 0.8492797 0.8440477 0.5344128 1.2389899 0.8437628
## [726,] 1.2293877 0.3558457 0.4985394 0.4295633 2.4889884 2.1953022 2.9271262 0.8576052
## [727,] 1.2643112 0.7099725 1.5135643 0.7952601 3.6256215 0.6901370 0.7443797 2.3789376
## [728,] 0.4321217 1.4618492 1.1898145 2.0806343 0.5316936 0.9683895 1.3228570 0.4210140
## [729,] 3.0304841 0.4163910 1.7192293 0.5558745 0.6530233 0.4081031 0.5323861 1.3350054
## [730,] 1.0664176 0.3998065 0.5221552 0.5096977 0.8841284 0.2616074 0.4577989 1.4127616
## [731,] 1.8270417 0.7723872 0.8137573 1.3022835 0.8338689 1.8012841 0.4594063 2.1237698
## [732,] 0.7864136 1.5488177 2.3269230 1.0802156 2.1973648 0.8027277 1.1325294 1.9664757
## [733,] 0.7022736 0.5029233 1.0527598 0.7173644 2.7631536 0.6443374 1.5225684 0.8336504
## [734,] 1.1193065 1.5283837 1.0270757 0.3885960 3.1958996 0.3504019 0.8962349 0.6274030
## [735,] 1.2159381 1.2360699 0.7256727 1.2328153 0.4405504 1.0084358 0.7285088 0.4293995
## [736,] 0.4103345 0.6232377 0.3633360 0.4036744 1.6208490 1.1824163 0.3846317 0.4713899
## [737,] 0.5092736 1.0805882 0.8629853 0.6004163 2.4941820 0.9295303 0.6141351 0.8497108
## [738,] 0.9946310 0.8707563 0.4990966 0.3951914 0.5918754 0.2627143 2.3881138 1.3383260
## [739,] 0.7555079 0.5813900 2.0363737 0.7876905 1.1264895 0.4734476 0.8088941 0.4542981
## [740,] 1.3427779 2.3244506 1.0573930 1.1147666 0.7855810 1.0421287 0.7036230 1.1263880
## [741,] 0.2456415 0.7562241 2.0966232 2.0093596 0.5585246 1.0062836 0.6428508 0.6143167
## [742,] 0.4530086 0.6416236 0.8527293 1.0096739 1.0397273 1.0727620 0.9683474 0.7109378
## [743,] 0.8999577 0.9495677 0.8743518 0.8877348 0.4716645 0.6033401 1.1334224 0.6718998
## [744,] 1.0090451 0.8161602 0.6787936 0.8590974 0.6524923 0.6370429 1.6959915 1.0398732
## [745,] 0.8997747 0.4420712 1.2451981 0.8255724 1.3788796 0.5938768 0.7305043 0.4624777
## [746,] 1.9058679 0.3121772 1.3729118 0.5482618 0.7183538 2.3892216 0.5808956 1.1629654
## [747,] 0.7485250 1.1261075 0.7615079 0.7168136 1.8998951 0.8676445 2.2053918 1.5147590
## [748,] 1.0511352 0.7641268 0.6837026 0.6506653 1.0822338 0.2859933 0.9313908 1.3891752
## [749,] 1.1926683 0.5616774 0.3464651 0.4742719 0.5631031 1.4633645 0.3912546 0.5250287
## [750,] 1.6899115 1.4443297 1.0356827 0.3851557 0.5444437 1.3061334 0.5435925 1.5985060
## [751,] 1.3356968 2.2440465 1.2049420 0.7296082 1.5887425 0.3645513 0.5031966 1.4600916
## [752,] 1.5473545 0.7800103 5.5397573 1.0887851 0.9144694 1.1349952 0.8142681 0.2331702
## [753,] 0.6931591 0.5591285 1.3985281 0.3971474 2.1147694 1.7554575 0.7349692 0.8537938
## [754,] 2.7446037 0.3864455 0.7695591 0.8019879 1.3780760 0.4666908 0.3421060 0.9087280
## [755,] 0.5565739 1.0425268 0.8270857 0.9601636 1.5226719 0.5527205 0.5251536 0.5517798
## [756,] 0.9465030 1.4713908 0.3755365 1.6026062 0.6624838 0.8876596 1.4271703 0.3052449
## [757,] 0.4161840 2.0701480 0.7244503 0.3305503 0.5666337 0.7303008 0.6434245 0.7504615
## [758,] 0.5982264 0.4046551 1.6686560 0.5429760 1.0494979 0.4213804 1.2692770 1.3921949
## [759,] 1.6995419 0.5333526 0.8938787 0.7670129 0.4360035 0.2972569 1.1651401 0.6504812
## [760,] 0.5421751 0.3686301 0.4363263 0.4248240 1.2178350 1.3483940 0.6121209 1.0224729
## [761,] 0.7518306 0.8410317 0.5251804 2.2086593 0.6872162 0.6051774 0.6432742 1.3413590
## [762,] 1.1819648 0.6661868 0.9068856 0.7512211 0.5071960 0.3418871 0.9716981 0.6828003
## [763,] 2.0274619 4.0826012 0.4681142 0.5201835 0.5307097 0.8132422 0.4020434 0.5488698
## [764,] 1.6780185 2.2463165 2.1228695 1.2693249 0.9542159 0.5518334 0.4571778 2.4271878
## [765,] 0.4985288 1.4570767 0.7086856 1.0855580 1.5455535 0.4207391 1.9657355 0.2671588
## [766,] 0.5644775 1.3696082 0.7602673 0.6707741 0.6461222 1.5600655 0.5343339 0.7768159
## [767,] 0.4683469 0.3819876 0.7199904 0.7274598 2.1366986 0.4866082 0.8021684 1.6341371
## [768,] 0.4154262 1.6898279 0.6619669 1.5382523 0.2733686 1.7375507 0.9045377 1.0397037
## [769,] 1.1891075 0.8669867 0.5616065 1.4302195 0.8508679 0.4681601 1.0808159 1.2745080
## [770,] 1.0839645 0.6251824 0.7952605 0.7313208 0.2269244 0.5028276 0.8945160 1.3867495
## [771,] 0.5836927 1.0661810 1.6715377 1.7066613 0.7885637 1.7747536 0.4298250 0.5997452
## [772,] 0.5676250 0.5657096 0.9487755 1.7041285 1.2369427 0.4059076 0.9969205 0.3819146
## [773,] 0.4721001 0.6549287 0.9310443 0.6659841 1.2160271 0.5141455 2.6240704 1.1561030
## [774,] 1.3810077 0.9152339 0.4920979 1.6296523 0.3145155 0.8178853 0.8748644 0.4508014
## [775,] 0.4215526 1.9292281 0.6269702 0.8982352 0.6415963 0.6347647 0.9875985 1.6223594
## [776,] 0.6335171 1.9995971 0.6918714 0.8836933 0.4988226 0.6052220 0.4350928 0.5575018
## [777,] 1.8420668 1.0294694 0.5393627 0.8405676 1.5718256 0.3796281 1.1674635 1.0539478
## [778,] 0.8923319 0.8165721 0.5815910 0.3282304 0.5921248 4.4088334 0.2696594 0.4320816
## [779,] 0.7511947 0.8225587 0.5948947 0.3764671 0.9587607 0.8104905 1.3129104 0.4238072
## [780,] 0.4326692 1.7592464 0.4626565 0.2437897 1.1436151 0.7520470 0.9431979 0.6760655
## [781,] 0.9730481 0.4395776 0.9659432 0.7625523 0.5644346 0.6147568 0.6837047 0.8177053
## [782,] 1.9269824 3.2281016 0.7227133 4.8242873 0.5853425 0.5404339 1.1954989 1.1653245
## [783,] 1.0034291 0.7890874 1.1239086 0.5413316 0.8154569 1.4094831 0.7311866 0.3674630
## [784,] 0.8041665 0.5429050 0.4523209 0.9316506 3.5822010 1.7220356 0.7506349 0.7187106
## [785,] 0.4556442 1.5181925 0.4067617 0.4781657 0.6831094 0.3384030 1.6869461 1.4875841
## [786,] 0.6776843 0.4879514 0.7105008 0.6477861 1.4430995 0.6561022 1.6165320 0.5875997
## [787,] 0.4989556 0.8590622 0.8881092 0.6220216 1.4597306 0.6846193 0.9248442 0.4591500
## [788,] 0.9224428 0.8715960 0.4212620 0.5969263 0.5488612 2.2155971 0.6638130 0.3792766
## [789,] 0.8779132 2.5199527 2.0041764 0.8369032 0.5508698 0.4433290 0.8968469 0.5459171
## [790,] 0.6024373 0.4887316 0.2954272 1.4881297 0.9942410 0.8551749 1.8263099 0.4241792
## [791,] 3.2050242 0.4896240 0.7649442 0.8726722 0.6046782 0.5539153 0.7670121 3.0225331
## [792,] 0.8397811 1.8795914 5.1592379 0.4556212 0.5246625 0.6529166 0.2550621 0.7463488
## [793,] 0.5581445 2.1521356 0.7717012 0.7347207 0.9368035 4.2658081 0.5459971 0.5491345
## [794,] 0.7974318 0.6672940 0.7476895 0.3110537 1.1995034 0.5089825 0.8351440 0.8517869
## [795,] 4.8330150 0.7603059 1.7465220 1.8506924 0.6008300 0.6766673 0.6213128 0.6394496
## [796,] 0.3565461 0.5197517 0.8545653 0.3616117 0.9318464 2.2007792 0.6143198 1.7536576
## [797,] 0.8251131 3.5400897 0.4445825 0.5752313 0.9581203 0.4174084 2.1718723 0.4093079
## [798,] 0.7485990 0.5468481 0.4332677 0.6901587 1.0898405 1.2128319 1.3315576 1.5738045
## [799,] 0.3130862 0.7135546 0.8513373 1.1260241 0.3393183 1.7203625 0.5780343 1.0650710
## [800,] 0.6249179 0.6279485 0.9188509 1.0483285 1.6133914 2.5422483 0.4552608 0.9084943
## [801,] 0.4603960 0.8005061 0.9394385 0.9429052 0.8930338 0.5791864 1.1481365 1.0350948
## [802,] 0.5220421 0.4177364 0.7447406 0.2798098 3.3669857 0.9393354 0.8817656 0.7354757
## [803,] 2.0512286 1.0935273 0.5288398 0.3067824 1.5859101 0.4123428 0.2249887 0.3687851
## [804,] 0.3306027 0.1959697 0.8314400 0.7905154 0.8948406 0.8835816 2.0654361 0.4597812
## [805,] 0.4584981 1.2081797 0.5163895 0.9943540 1.2235161 2.0381373 0.6937278 0.7884548
## [806,] 0.6024434 0.6247445 1.2608044 0.6540332 0.7239708 2.8735035 1.8251329 0.8228074
## [807,] 0.4408455 0.4239538 1.2594718 1.3643675 1.5151167 1.0502750 0.2727530 0.7740947
## [808,] 1.1549443 0.5436004 0.9341396 0.8448663 0.8468090 0.5915543 0.5071439 0.5082156
## [809,] 1.1548230 0.4723837 0.7373700 0.2468267 0.4677500 1.8176117 0.8823147 2.6649162
## [810,] 0.2839893 0.6626673 1.0286219 1.4780293 0.7478581 1.4157890 0.9173267 0.4389807
## [811,] 1.2390253 0.9641714 0.9159192 1.8120863 0.9136087 0.5500428 0.5247204 1.0526479
## [812,] 0.7940875 2.5284708 1.8640100 0.4813085 3.1033750 1.2459181 0.8222901 0.5726109
## [813,] 1.3872007 0.6787898 0.2854997 0.3674793 0.3449964 1.4444277 0.9212285 1.4309954
## [814,] 0.6887530 0.6637595 0.2561969 0.8571090 0.5237754 1.4465900 0.5252306 2.4155373
## [815,] 0.5079673 2.9064709 0.4646077 1.3898683 0.8871988 0.8004457 1.2855628 0.9719863
## [816,] 1.0779278 0.5559836 0.9459586 0.6930343 0.8149944 0.8648442 0.5154686 0.4100701
## [817,] 2.0413574 0.4346821 1.3752379 0.8918962 0.3218218 0.4287612 0.5984281 0.7666912
## [818,] 0.2228746 0.2401794 1.1460380 2.2326608 1.1478966 0.8955954 0.4496745 0.6348944
## [819,] 1.2828205 0.4098949 0.5569782 2.0622032 0.5971007 0.7707808 0.5981631 0.6408892
## [820,] 0.9312400 2.3576410 1.7544325 0.4456219 0.9808120 0.8292644 0.6622432 0.4737023
## [821,] 1.6335546 1.1986960 0.6342117 1.7354397 0.7774047 0.4622139 1.5124890 0.5846116
## [822,] 1.6622947 1.0848343 0.8985863 0.4924107 0.7666353 1.2391653 0.4552807 1.6348729
## [823,] 0.4948623 0.6113449 0.8570996 0.5927485 1.5603272 0.6654338 0.3210062 0.5574263
## [824,] 0.3883346 0.6597663 0.8994194 0.4392788 0.6613707 1.7646796 1.7021086 0.8254231
## [825,] 0.8285077 0.5341470 1.5762267 0.2998842 0.2884218 0.6343608 0.2881501 0.5686881
## [826,] 0.6293038 0.1921568 0.4873607 0.4792054 1.5602870 0.7411529 1.1692943 1.1756175
## [827,] 2.1714164 0.6591012 0.7563483 0.7384340 2.7034322 4.8332743 0.5040018 0.4001643
## [828,] 0.4880565 0.5663442 0.8612868 0.6468495 1.7079899 1.3740613 0.4364203 0.4583704
## [829,] 1.2157636 0.5675579 0.6842618 0.5354289 1.9993911 1.0227985 0.6072178 0.8916352
## [830,] 0.7426399 0.9718925 1.1690298 1.1385592 0.2146003 0.8898717 0.9634901 0.4628914
## [831,] 0.4243017 0.7987570 0.7099315 2.7608162 2.3173920 0.7112796 0.6489612 0.7456846
## [832,] 1.3100153 0.4448146 0.6959464 0.6249642 1.8013998 0.3298049 1.0770506 1.5801072
## [833,] 1.1669666 0.6346676 2.4879780 0.7721445 0.6806644 0.4586842 0.8088165 0.6687611
## [834,] 1.0535328 1.2003917 0.3018200 0.8863399 0.4048065 1.1603553 1.2662351 0.7486018
## [835,] 0.5451984 1.9143123 1.1746910 0.3239814 0.9574799 0.4438754 1.0339933 0.5549430
## [836,] 0.9280472 0.2958543 0.6391654 0.8000198 1.0333722 0.9634533 0.3967455 1.4002181
## [837,] 1.7168274 0.3211894 0.8013658 1.2365985 0.6822720 0.4209097 0.6887453 0.2845194
## [838,] 1.5467154 0.7698448 0.5760800 1.9913176 2.4086627 0.5200563 1.2879131 0.6272435
## [839,] 0.4951881 1.3385101 0.8684236 2.0347608 3.4245049 0.5240879 0.9349147 1.0269176
## [840,] 2.9962389 0.8407919 0.5421047 0.7908280 0.3067036 1.6531732 0.7031130 1.1733063
## [841,] 1.4007881 0.7440106 1.0898293 0.6009526 1.5782735 2.4176147 0.7187521 0.7679019
## [842,] 1.8565327 1.2342127 0.9551738 2.2604386 0.6118748 1.0334231 0.4912852 0.5908576
## [843,] 0.3509834 0.7113282 1.0574381 1.4857113 0.9458219 1.3982883 0.2913744 1.1636383
## [844,] 0.4755108 0.5167447 3.0216210 0.7806877 1.7708787 0.4885987 0.7471537 0.8167658
## [845,] 0.8269196 0.5241499 0.4044321 0.3216823 0.5397960 0.4160680 0.5811289 0.6386943
## [846,] 0.4495640 0.9053062 0.6668543 0.5665662 0.6751588 0.6833323 1.5175879 0.8651518
## [847,] 0.7120146 0.6393297 0.6082660 1.2860320 0.4550645 0.2971374 1.3357202 0.8544399
## [848,] 0.9144463 0.4400834 0.2597446 0.3558025 0.3834363 0.7579609 3.4951899 0.4683998
## [849,] 1.9537864 0.7633092 1.9681200 0.7460850 0.2724342 1.0491279 1.1888110 0.9666273
## [850,] 1.0718503 0.7531971 0.4341541 0.7767438 0.5624069 1.3425753 0.7054452 0.7503517
## [851,] 0.5044621 0.3134425 0.4350150 0.5475475 1.1883017 1.4272745 1.6738950 0.3392199
## [852,] 0.3327178 0.3398807 2.1652459 0.7602911 0.3908323 0.7173938 0.5215603 0.6301038
## [853,] 0.4628752 1.0380154 0.7678625 1.9616520 2.0321986 0.7287923 0.9192178 0.5635663
## [854,] 0.6536632 0.8408399 1.0641962 0.6183411 1.1849768 0.6839980 1.1823613 1.1819437
## [855,] 2.3786681 1.3072261 0.8411169 0.8306081 0.4349101 0.8023911 1.4219699 0.6676835
## [856,] 1.2614377 0.9472129 2.7294205 0.3581494 0.9930484 0.6826466 0.3578418 0.8877737
## [857,] 0.3850308 0.4932871 0.8233354 0.9322372 0.4624196 0.9586969 1.8065147 0.4957821
## [858,] 1.6567227 0.5093392 1.5866943 0.8583892 0.8376264 0.7535454 0.5455723 0.7449011
## [859,] 0.8850932 0.9664399 0.8984002 0.5572465 0.5264222 2.4454910 1.6312557 0.4044971
## [860,] 1.9706360 2.2666013 0.6655086 0.5567918 0.4968113 0.8019588 2.8011845 1.8820890
## [861,] 0.4550416 0.9571912 0.8543256 0.8024003 0.7346518 0.4303721 0.6057419 0.6168017
## [862,] 1.3075268 0.4690835 0.7719380 0.5140162 0.7186288 2.9002537 1.7492160 1.9820469
## [863,] 0.7685250 2.0194235 0.7046558 0.5697765 0.4226078 1.5956343 0.2875698 0.5149665
## [864,] 0.3519676 0.7548804 0.8320504 0.8775734 0.4250399 0.6813933 1.0462444 0.5136122
## [865,] 0.7888635 0.3878047 0.4333019 0.7028504 0.7052963 0.4553764 0.6385065 0.5204051
## [866,] 0.8714346 2.4251231 0.5106623 1.7065170 0.9600984 1.2755376 1.2397534 1.3071401
## [867,] 2.1314390 0.5855720 0.4602444 0.2692305 1.1507598 0.4677355 0.5058654 0.6020220
## [868,] 0.4365796 1.8550502 0.6243079 2.5934283 0.4742350 0.9316495 2.2935266 1.1476781
## [869,] 0.2983140 0.3726013 0.2421430 0.4735909 0.3703140 0.6408163 1.0661403 0.2991270
## [870,] 0.4280141 0.6167943 0.2799163 1.1204754 0.8558829 5.2012613 1.6707662 0.8694893
## [871,] 1.1660313 0.9788585 0.4042450 0.5609807 0.6063916 0.3466673 3.0222965 0.5230645
## [872,] 0.8652159 0.3581175 0.4027639 0.9558846 2.3476277 0.8326473 0.6658218 1.1713149
## [873,] 0.5460125 1.6490518 1.2276679 0.8803768 1.1965255 0.5652006 0.5650609 0.7769050
## [874,] 0.5306976 0.7263333 0.4743846 1.3246951 0.4682678 1.3104953 1.3926602 0.4437665
## [875,] 0.5497811 1.3932376 1.8214096 0.5417587 0.5431848 0.4546228 0.5743396 1.3111722
## [876,] 0.4782825 0.4999840 0.9513575 0.7141970 0.3863487 0.4630392 0.8732249 0.3219666
## [877,] 0.6317414 0.2535360 0.6098908 0.9463457 1.4200246 0.4309462 0.8464218 0.6546285
## [878,] 2.6197729 0.7272084 0.3529261 1.1041686 0.5793216 0.3498717 0.4227972 1.6363541
## [879,] 1.2684410 0.9194227 0.5482974 1.3946346 0.3969617 0.4907709 1.3166607 0.3987680
## [880,] 0.7790542 0.6490705 1.7953950 0.8137939 0.5291519 3.5950446 0.6332124 1.3559094
## [881,] 1.0103552 0.4445149 0.5299296 0.4675799 0.7066159 0.4326078 0.4635135 2.4205993
## [882,] 0.9221741 1.0544482 2.0725462 0.3501415 0.6433290 1.2512565 0.6517853 0.4009028
## [883,] 0.9808633 0.4944834 2.1769077 0.6934119 2.4415802 0.5806647 0.3841676 1.9314270
## [884,] 1.0953733 0.4977386 0.7155156 0.8385031 0.5692324 0.6847364 1.5493819 0.7045957
## [885,] 0.4878429 0.9948878 0.7547908 0.9134518 0.3888099 0.4901682 0.4483896 1.3051486
## [886,] 0.4808656 0.6366990 0.5843055 0.6375518 1.2329096 0.2575869 0.5632727 0.8310228
## [887,] 0.6468079 0.8239112 1.8996440 0.6502814 0.5079210 0.3447417 0.6743211 1.3570813
## [888,] 1.1430818 1.0424951 1.9678792 0.6623536 1.4487214 0.3408579 0.5773165 0.4921663
## [889,] 0.3213135 2.5593887 0.2481443 1.5015455 0.8756328 0.9301060 0.5160291 0.5201682
## [890,] 0.4628250 0.9817022 0.6072664 0.2693390 1.2609533 0.8077000 1.5877933 1.6214225
## [891,] 0.7900591 0.6111635 0.6855966 1.2156928 0.4475730 0.5357055 0.3797023 1.0362117
## [892,] 1.1743992 0.7962439 1.3556661 0.8883546 0.4210145 0.3173329 0.3624540 1.5699710
## [893,] 1.1951705 1.8649967 0.5022212 3.1041744 0.8819011 0.3988794 1.4451813 1.0224171
## [894,] 0.6227208 0.4154247 0.4008583 1.0965905 0.7646339 0.7501498 0.2532482 0.3553250
## [895,] 1.5392673 3.0041990 0.3806281 1.5619270 0.9793986 1.1783820 1.7202632 0.5231878
## [896,] 1.0847274 1.0080410 0.4723821 0.7062420 1.5509053 0.9614177 1.1339319 1.2424901
## [897,] 1.0218222 0.8621206 1.4105490 0.6486041 0.4385717 2.1188916 0.9119225 0.5748649
## [898,] 0.4581539 0.2462431 1.0641112 0.4625968 0.7844846 0.4209869 0.8489651 1.2812967
## [899,] 0.3357247 0.7637178 2.9945727 2.4832999 1.0147208 1.7986331 0.3594142 0.5112697
## [900,] 0.6371536 1.0463633 1.2372246 0.3823005 0.5867444 1.5999852 0.7272221 1.1312191
## [901,] 0.8076601 0.3423079 1.2300339 0.7153359 1.3725338 0.8224687 0.3309449 2.5760668
## [902,] 0.6247868 0.6475390 1.3980573 0.5750480 0.4818299 1.5067532 1.3111270 0.6300905
## [903,] 0.5247801 0.5732879 1.9535977 0.7491708 1.3716711 0.4296935 2.3072979 0.6679101
## [904,] 1.0983243 0.4552145 1.0414361 1.8308146 0.4129220 2.7492188 0.4393521 1.1962624
## [905,] 1.0710206 0.3540534 0.9360678 1.0192280 0.3496024 1.1098216 2.0053565 1.6627361
## [906,] 1.3972309 1.5451951 0.9363432 2.0482053 0.6510916 0.7568220 0.5570252 0.5877638
## [907,] 1.4749963 0.6049376 0.5037302 0.6482848 1.5674023 0.4646528 0.4223715 1.3390145
## [908,] 0.8133180 0.6067156 2.3690526 0.6640602 1.8111986 0.8689517 0.3357751 0.5461285
## [909,] 0.5904402 0.3202119 0.6379747 0.3418278 0.6491652 0.9435300 0.5739367 0.5656904
## [910,] 0.7603158 1.2242010 0.8761254 1.6688427 0.5432502 1.3866614 0.3900439 2.2556869
## [911,] 1.4497115 0.5108655 0.5461752 0.4232207 1.4175309 0.6728422 1.2956313 0.4998665
## [912,] 0.6573754 2.0112121 1.4724100 0.9389692 1.8828411 0.3428328 0.9335393 1.5571888
## [913,] 1.2979708 1.5262785 1.8306140 0.4131459 0.5372855 1.0838886 0.4108833 0.7516761
## [914,] 0.4497602 0.7428208 1.0100928 1.4851630 0.3961196 0.7852046 0.7713197 0.5566016
## [915,] 0.5188559 0.3649485 0.5762813 0.6729582 0.5634796 0.7655447 0.7430983 0.8636422
## [916,] 1.2422595 0.6066348 0.6265969 0.7764505 1.1619970 1.3350100 0.9696029 0.6578090
## [917,] 0.4042450 0.3798029 3.7196185 2.0569929 0.9736804 0.4164447 1.8987319 0.4780247
## [918,] 0.7256605 0.7026230 1.4759634 1.0135352 2.2193052 0.9839668 0.8468783 0.5774461
## [919,] 1.5589401 1.2665120 0.7707073 1.5288043 2.2451279 0.8210108 0.5748339 0.6337026
## [920,] 2.8945825 0.8197834 0.8034820 0.3565703 1.5837463 0.4970938 0.5837900 0.8349717
## [921,] 2.5281778 1.1454357 0.7225961 0.4597652 1.2968285 1.3581094 0.5676960 0.3551507
## [922,] 0.6579023 0.6895325 0.3797972 1.7204911 2.0630577 0.4583046 1.1634557 0.8896586
## [923,] 3.6221103 0.7478581 3.8557689 0.8017625 1.8853745 1.0232872 0.7020629 0.7008711
## [924,] 0.5386053 0.6183739 0.9378126 1.9542386 0.9187738 1.2264727 0.8318960 0.8761652
## [925,] 0.8329204 0.5607877 1.4398756 0.3023888 0.3236417 1.5466021 1.1885884 1.4832259
## [926,] 0.5711796 1.1634752 2.3410661 1.2862030 1.5487763 1.6266260 0.9466750 0.6025319
## [927,] 0.6131886 0.5555830 0.6180942 1.1430751 1.6976366 1.2963835 0.4421187 2.2983927
## [928,] 0.8860771 0.9977807 0.5618403 2.1217297 1.9221074 0.5141484 3.8429324 0.7614540
## [929,] 0.8680878 0.9918803 0.3144333 0.8783480 0.3763545 0.9043443 0.5486570 0.7601154
## [930,] 0.6768778 0.8787703 1.9575064 1.3862740 0.8680012 1.9939217 0.8837118 0.8963954
## [931,] 0.4859568 1.1377185 0.9181687 0.9605235 1.8166986 1.4065669 1.8155790 0.3195921
## [932,] 1.2609490 0.5849543 1.6293370 0.6727258 0.5167694 1.2245387 0.8434158 1.9062780
## [933,] 0.5860977 0.5800887 0.8298422 1.1760423 0.4770160 0.4003516 0.7199113 2.7453399
## [934,] 0.5290097 0.4204453 1.3529566 0.6821495 1.2803790 0.7075039 0.6554428 0.6151851
## [935,] 0.8038235 1.6426706 0.7765047 2.2440713 0.9809978 0.6254222 1.4382100 0.8068903
## [936,] 0.5579143 1.6640610 0.4954577 1.3430277 0.6620355 0.8435375 0.3870018 0.3617475
## [937,] 0.5474510 1.1935885 1.5367403 0.4892870 1.2595994 1.6086860 0.8636548 0.7829680
## [938,] 1.6543576 1.7894622 2.2671787 0.3781086 1.2200682 0.3272907 1.0959556 2.6227985
## [939,] 0.4767345 0.9114269 0.9149776 0.7492277 1.0821738 0.7548637 0.5432278 0.7276230
## [940,] 0.9244459 0.3996600 0.6494555 0.6423861 1.6620945 1.3717622 0.9299068 1.8746656
## [941,] 0.9610711 0.8385010 1.8833725 0.5285070 0.7745903 0.5634587 0.7526634 1.0349609
## [942,] 1.7875400 1.3892849 0.5122638 0.5381479 0.8801430 2.8381833 1.4594998 0.6456504
## [943,] 0.4422920 0.3430562 0.5065503 0.5709120 0.6180519 0.4589051 0.4750155 1.0643955
## [944,] 1.2687869 0.5910418 1.1002438 0.5701340 0.5926849 1.4290368 0.5743217 0.9454809
## [945,] 0.7727635 1.9070800 0.7469505 0.7548278 0.7513370 0.9771774 1.7192016 1.9147640
## [946,] 0.6755001 0.5335803 0.7118248 0.6261261 0.3939047 3.0532609 1.0097278 0.4224923
## [947,] 0.9173393 1.0236184 2.2385544 0.7027580 0.7304465 0.4057756 0.4294851 0.3559161
## [948,] 0.7068017 0.3602762 1.2299083 0.5247690 1.1373294 0.6078139 1.0281556 0.8149796
## [949,] 1.1427328 0.3999926 1.0048665 1.2582804 0.4484322 0.3930825 1.5309284 0.3335094
## [950,] 2.3854327 3.1495036 1.2483974 0.3040943 0.5994482 0.7963493 0.8967046 2.3085822
## [951,] 0.5824514 0.6866477 1.5337336 0.2433915 0.7743250 1.2203453 2.5872943 0.8809192
## [952,] 0.3683392 2.6209221 0.6244348 1.2231550 0.2815202 0.4171090 0.8919188 0.4198852
## [953,] 0.9964362 2.3382557 0.6590314 1.0420519 1.0982405 2.2889246 1.4000585 0.4520322
## [954,] 0.3576386 0.3627796 1.0403666 0.5101780 1.6110109 0.7793669 0.7291051 0.3584629
## [955,] 0.4077195 1.5362879 0.6847347 1.7001570 0.2949736 0.7042170 1.0916808 2.0196596
## [956,] 0.8402817 1.1595920 0.9873564 0.5779696 0.6549316 1.8495260 0.5026521 0.5011564
## [957,] 0.5143672 0.7861468 0.6706084 0.7093229 1.9217579 0.4865787 0.6525699 0.5552737
## [958,] 0.6040975 0.8309655 0.9478174 3.9159479 1.1227410 0.9961513 0.5877665 1.8206584
## [959,] 0.4174489 0.8756363 1.5913495 0.9447822 0.4088013 0.4568629 1.7131065 0.5115580
## [960,] 2.0669387 0.4750907 1.2364585 1.8716916 0.5275748 1.5840148 1.4854405 0.9498156
## [961,] 1.0087786 0.6495142 0.7991769 1.1157488 0.5833362 0.5268387 1.1368125 0.4842264
## [962,] 0.5053999 0.7975085 1.4637159 0.5116274 0.3914885 0.5258592 0.5686485 0.8970793
## [963,] 0.3837271 1.6886397 1.2724052 1.2836047 0.3706260 1.5682810 1.1730847 0.7695512
## [964,] 0.4701276 1.3203761 1.1137801 0.3564327 1.3482648 0.9882477 2.5745264 1.0122788
## [965,] 1.4343137 0.9011188 0.5807665 0.4859810 0.4356061 0.7326178 0.4037747 1.4332377
## [966,] 0.2595109 1.2826379 0.4914651 0.6989714 0.8250608 1.6206757 0.3491961 0.9709069
## [967,] 0.4360208 1.0252730 1.8232868 0.5341126 1.2543260 0.5952606 0.8865620 0.2548314
## [968,] 0.5629357 0.5546246 1.9425125 1.3065115 1.2539697 0.7003492 1.5165082 0.8723929
## [969,] 0.5322737 0.8873188 0.9412329 1.1304784 0.5031474 1.1870126 1.0129848 0.3701131
## [970,] 1.6550792 0.8586708 0.3077788 0.3768356 3.5450578 0.5684620 1.5033114 3.5993217
## [971,] 0.6798387 1.2812864 0.7217133 1.6045629 0.4744180 1.0413796 0.3724489 0.7654661
## [972,] 0.5383061 1.1011785 0.6150816 0.5429776 0.7070745 0.3575715 0.6326033 0.4302402
## [973,] 0.3760413 1.2779269 1.0071968 0.8632280 1.4900382 3.0428195 0.3873320 1.7523302
## [974,] 4.2245689 0.9427290 0.9190206 1.4959762 1.4809281 0.8712821 0.7728378 0.4310918
## [975,] 0.9113085 0.6018649 2.7331255 1.5389629 1.2997203 0.3380706 1.2605062 0.7435436
## [976,] 0.6755634 0.5649724 0.8812773 2.2265318 0.8738791 0.7177790 0.6401220 1.1262507
## [977,] 0.3371199 0.8029958 0.8244674 0.6253868 0.4613290 0.7567368 3.6117563 0.9078588
## [978,] 1.2226143 1.1865876 1.4313310 1.2829516 0.6019607 0.6371066 0.8316306 1.1685188
## [979,] 1.8111201 0.2859923 1.6919145 0.7406079 0.5413302 1.2377150 0.7812471 0.9070671
## [980,] 2.4805691 0.9531507 1.0733937 0.7358933 0.3304966 0.4777603 0.6371997 0.3492529
## [981,] 0.3258935 0.7900614 0.5676122 0.6078581 0.5139057 0.3023962 0.6846195 1.9920664
## [982,] 0.3544598 0.9248357 1.2967641 1.0435173 0.4699531 0.5532543 1.4400918 0.4960996
## [983,] 0.7650008 0.4464501 0.4199804 0.4215321 0.4224059 0.7131082 0.9752960 0.5135993
## [984,] 1.2101123 0.3680599 0.7577885 0.7104005 1.2022377 0.4861001 0.7845462 0.5418646
## [985,] 0.4666369 0.5101469 0.5968360 0.3311912 2.8726896 0.5260487 0.5284696 0.8375507
## [986,] 0.8932996 0.3640916 1.3074722 0.5856994 0.6497666 0.5594888 0.6794678 0.4495313
## [987,] 0.3274173 0.3776339 0.3923364 2.4948984 0.4039860 2.2179742 0.9629821 0.8921276
## [988,] 1.2413962 1.2587669 0.7579756 0.4476393 0.6882432 0.7605817 1.7614772 0.3361294
## [989,] 0.3721691 0.9347238 0.6913674 0.6099201 0.6634460 0.3711402 0.4208245 0.9182414
## [990,] 0.6759310 0.5768523 0.8983044 1.2939500 2.1843789 1.1137642 1.7981982 0.3413352
## [991,] 2.4654693 1.1368192 0.4517047 0.5858496 0.3251068 1.0275356 1.3238997 0.7428496
## [992,] 0.3937902 1.0904511 0.4026790 0.4212740 0.5501083 1.1809702 1.2986099 0.5044711
## [993,] 1.4708526 1.2022324 0.6937195 2.2585768 3.1753949 1.0250423 0.8844608 1.0283207
## [994,] 1.4890891 0.5238155 0.6897439 1.2032218 0.3903889 1.7001769 1.1338483 0.5042318
## [995,] 2.1459668 0.3473691 1.4750484 0.5103957 1.0031210 1.2655378 1.2354501 0.4299585
## [996,] 0.3628936 0.9955759 0.7219544 1.3047836 0.6923713 1.5673917 0.9020768 1.0909108
## [997,] 0.4780439 0.8124056 1.3000565 0.4422164 0.8329467 0.4922186 0.6510470 1.0155018
## [998,] 0.6185702 0.6466608 1.4301030 2.8515957 1.0248292 0.8243752 0.4340329 1.2687109
## [999,] 1.2667873 2.5609452 2.0695646 0.4683762 0.7782817 1.1211587 1.8200436 0.3465186
##
## $model.matrix
## (Intercept) Site1 Oxygen1 Hours Lib.size
## Certovo_Anoxic_Glucose_Labelled_12_10 1 1 1 12 49792
## Certovo_Anoxic_Glucose_Labelled_12_11 1 1 1 12 46791
## Certovo_Anoxic_Glucose_Labelled_12_12 1 1 1 12 49801
## Certovo_Anoxic_Glucose_Labelled_12_13 1 1 1 12 52876
## Certovo_Anoxic_Glucose_Labelled_12_14 1 1 1 12 57999
## Certovo_Anoxic_Glucose_Labelled_12_15 1 1 1 12 58321
## Certovo_Anoxic_Glucose_Labelled_12_16 1 1 1 12 43307
## Certovo_Anoxic_Glucose_Labelled_12_2 1 1 1 12 58677
## Certovo_Anoxic_Glucose_Labelled_12_3 1 1 1 12 60985
## Certovo_Anoxic_Glucose_Labelled_12_4 1 1 1 12 55406
## Certovo_Anoxic_Glucose_Labelled_12_5 1 1 1 12 52980
## Certovo_Anoxic_Glucose_Labelled_12_6 1 1 1 12 61717
## Certovo_Anoxic_Glucose_Labelled_12_7 1 1 1 12 61874
## Certovo_Anoxic_Glucose_Labelled_12_8 1 1 1 12 46693
## Certovo_Anoxic_Glucose_Labelled_12_9 1 1 1 12 42253
## Certovo_Anoxic_Glucose_Labelled_216_10 1 1 1 216 58541
## Certovo_Anoxic_Glucose_Labelled_216_11 1 1 1 216 61741
## Certovo_Anoxic_Glucose_Labelled_216_12 1 1 1 216 55223
## Certovo_Anoxic_Glucose_Labelled_216_13 1 1 1 216 71244
## Certovo_Anoxic_Glucose_Labelled_216_14 1 1 1 216 53696
## Certovo_Anoxic_Glucose_Labelled_216_15 1 1 1 216 54970
## Certovo_Anoxic_Glucose_Labelled_216_16 1 1 1 216 53843
## Certovo_Anoxic_Glucose_Labelled_216_17 1 1 1 216 46764
## Certovo_Anoxic_Glucose_Labelled_216_18 1 1 1 216 53522
## Certovo_Anoxic_Glucose_Labelled_216_4 1 1 1 216 56839
## Certovo_Anoxic_Glucose_Labelled_216_5 1 1 1 216 61912
## Certovo_Anoxic_Glucose_Labelled_216_6 1 1 1 216 60168
## Certovo_Anoxic_Glucose_Labelled_216_7 1 1 1 216 54857
## Certovo_Anoxic_Glucose_Labelled_216_8 1 1 1 216 91822
## Certovo_Anoxic_Glucose_Labelled_216_9 1 1 1 216 58711
## Certovo_Anoxic_Glucose_Labelled_24_10 1 1 1 24 58453
## Certovo_Anoxic_Glucose_Labelled_24_11 1 1 1 24 44372
## Certovo_Anoxic_Glucose_Labelled_24_12 1 1 1 24 50108
## Certovo_Anoxic_Glucose_Labelled_24_13 1 1 1 24 40597
## Certovo_Anoxic_Glucose_Labelled_24_14 1 1 1 24 35078
## Certovo_Anoxic_Glucose_Labelled_24_15 1 1 1 24 43659
## Certovo_Anoxic_Glucose_Labelled_24_16 1 1 1 24 49847
## Certovo_Anoxic_Glucose_Labelled_24_17 1 1 1 24 28412
## Certovo_Anoxic_Glucose_Labelled_24_18 1 1 1 24 55016
## Certovo_Anoxic_Glucose_Labelled_24_19 1 1 1 24 50363
## Certovo_Anoxic_Glucose_Labelled_24_5 1 1 1 24 67506
## Certovo_Anoxic_Glucose_Labelled_24_6 1 1 1 24 55975
## Certovo_Anoxic_Glucose_Labelled_24_7 1 1 1 24 56857
## Certovo_Anoxic_Glucose_Labelled_24_8 1 1 1 24 61229
## Certovo_Anoxic_Glucose_Labelled_24_9 1 1 1 24 49539
## Certovo_Anoxic_Glucose_Labelled_48_10 1 1 1 48 50187
## Certovo_Anoxic_Glucose_Labelled_48_11 1 1 1 48 46645
## Certovo_Anoxic_Glucose_Labelled_48_12 1 1 1 48 50256
## Certovo_Anoxic_Glucose_Labelled_48_13 1 1 1 48 68939
## Certovo_Anoxic_Glucose_Labelled_48_14 1 1 1 48 52622
## Certovo_Anoxic_Glucose_Labelled_48_15 1 1 1 48 39115
## Certovo_Anoxic_Glucose_Labelled_48_16 1 1 1 48 36262
## Certovo_Anoxic_Glucose_Labelled_48_17 1 1 1 48 40207
## Certovo_Anoxic_Glucose_Labelled_48_18 1 1 1 48 47464
## Certovo_Anoxic_Glucose_Labelled_48_19 1 1 1 48 49073
## Certovo_Anoxic_Glucose_Labelled_48_5 1 1 1 48 48188
## Certovo_Anoxic_Glucose_Labelled_48_6 1 1 1 48 51617
## Certovo_Anoxic_Glucose_Labelled_48_7 1 1 1 48 43696
## Certovo_Anoxic_Glucose_Labelled_48_8 1 1 1 48 41740
## Certovo_Anoxic_Glucose_Labelled_48_9 1 1 1 48 41152
## Certovo_Anoxic_Glucose_Unlabelled_216_10 1 1 1 216 49923
## Certovo_Anoxic_Glucose_Unlabelled_216_11 1 1 1 216 49514
## Certovo_Anoxic_Glucose_Unlabelled_216_12 1 1 1 216 50278
## Certovo_Anoxic_Glucose_Unlabelled_216_13 1 1 1 216 50513
## Certovo_Anoxic_Glucose_Unlabelled_216_14 1 1 1 216 40408
## Certovo_Anoxic_Glucose_Unlabelled_216_15 1 1 1 216 47598
## Certovo_Anoxic_Glucose_Unlabelled_216_16 1 1 1 216 46487
## Certovo_Anoxic_Glucose_Unlabelled_216_17 1 1 1 216 38713
## Certovo_Anoxic_Glucose_Unlabelled_216_18 1 1 1 216 41618
## Certovo_Anoxic_Glucose_Unlabelled_216_4 1 1 1 216 59775
## Certovo_Anoxic_Glucose_Unlabelled_216_5 1 1 1 216 45972
## Certovo_Anoxic_Glucose_Unlabelled_216_6 1 1 1 216 43328
## Certovo_Anoxic_Glucose_Unlabelled_216_7 1 1 1 216 46639
## Certovo_Anoxic_Glucose_Unlabelled_216_8 1 1 1 216 8521
## Certovo_Anoxic_Glucose_Unlabelled_216_9 1 1 1 216 32075
## Certovo_Oxic_Glucose_Labelled_12_10 1 1 -1 12 50362
## Certovo_Oxic_Glucose_Labelled_12_11 1 1 -1 12 44456
## Certovo_Oxic_Glucose_Labelled_12_12 1 1 -1 12 53115
## Certovo_Oxic_Glucose_Labelled_12_13 1 1 -1 12 57338
## Certovo_Oxic_Glucose_Labelled_12_14 1 1 -1 12 64114
## Certovo_Oxic_Glucose_Labelled_12_15 1 1 -1 12 63665
## Certovo_Oxic_Glucose_Labelled_12_16 1 1 -1 12 63715
## Certovo_Oxic_Glucose_Labelled_12_17 1 1 -1 12 62756
## Certovo_Oxic_Glucose_Labelled_12_3 1 1 -1 12 15878
## Certovo_Oxic_Glucose_Labelled_12_4 1 1 -1 12 14148
## Certovo_Oxic_Glucose_Labelled_12_5 1 1 -1 12 6801
## Certovo_Oxic_Glucose_Labelled_12_6 1 1 -1 12 18581
## Certovo_Oxic_Glucose_Labelled_12_7 1 1 -1 12 28817
## Certovo_Oxic_Glucose_Labelled_12_8 1 1 -1 12 29576
## Certovo_Oxic_Glucose_Labelled_12_9 1 1 -1 12 54006
## Certovo_Oxic_Glucose_Labelled_24_10 1 1 -1 24 45014
## Certovo_Oxic_Glucose_Labelled_24_11 1 1 -1 24 39916
## Certovo_Oxic_Glucose_Labelled_24_12 1 1 -1 24 39494
## Certovo_Oxic_Glucose_Labelled_24_13 1 1 -1 24 41067
## Certovo_Oxic_Glucose_Labelled_24_14 1 1 -1 24 41714
## Certovo_Oxic_Glucose_Labelled_24_15 1 1 -1 24 47662
## Certovo_Oxic_Glucose_Labelled_24_16 1 1 -1 24 41161
## Certovo_Oxic_Glucose_Labelled_24_17 1 1 -1 24 43438
## Certovo_Oxic_Glucose_Labelled_24_3 1 1 -1 24 53833
## Certovo_Oxic_Glucose_Labelled_24_4 1 1 -1 24 47013
## Certovo_Oxic_Glucose_Labelled_24_5 1 1 -1 24 47975
## Certovo_Oxic_Glucose_Labelled_24_6 1 1 -1 24 55980
## Certovo_Oxic_Glucose_Labelled_24_7 1 1 -1 24 65395
## Certovo_Oxic_Glucose_Labelled_24_8 1 1 -1 24 66952
## Certovo_Oxic_Glucose_Labelled_24_9 1 1 -1 24 47180
## Certovo_Oxic_Glucose_Labelled_48_10 1 1 -1 48 40438
## Certovo_Oxic_Glucose_Labelled_48_11 1 1 -1 48 48392
## Certovo_Oxic_Glucose_Labelled_48_12 1 1 -1 48 44313
## Certovo_Oxic_Glucose_Labelled_48_13 1 1 -1 48 41898
## Certovo_Oxic_Glucose_Labelled_48_14 1 1 -1 48 54035
## Certovo_Oxic_Glucose_Labelled_48_15 1 1 -1 48 45597
## Certovo_Oxic_Glucose_Labelled_48_16 1 1 -1 48 47802
## Certovo_Oxic_Glucose_Labelled_48_2 1 1 -1 48 68216
## Certovo_Oxic_Glucose_Labelled_48_3 1 1 -1 48 54118
## Certovo_Oxic_Glucose_Labelled_48_4 1 1 -1 48 49464
## Certovo_Oxic_Glucose_Labelled_48_5 1 1 -1 48 53522
## Certovo_Oxic_Glucose_Labelled_48_6 1 1 -1 48 52934
## Certovo_Oxic_Glucose_Labelled_48_7 1 1 -1 48 54157
## Certovo_Oxic_Glucose_Labelled_48_8 1 1 -1 48 47899
## Certovo_Oxic_Glucose_Labelled_48_9 1 1 -1 48 47760
## Certovo_Oxic_Glucose_Labelled_72_10 1 1 -1 72 39934
## Certovo_Oxic_Glucose_Labelled_72_11 1 1 -1 72 45207
## Certovo_Oxic_Glucose_Labelled_72_12 1 1 -1 72 44599
## Certovo_Oxic_Glucose_Labelled_72_13 1 1 -1 72 43793
## Certovo_Oxic_Glucose_Labelled_72_14 1 1 -1 72 48895
## Certovo_Oxic_Glucose_Labelled_72_15 1 1 -1 72 41406
## Certovo_Oxic_Glucose_Labelled_72_16 1 1 -1 72 52927
## Certovo_Oxic_Glucose_Labelled_72_2 1 1 -1 72 50709
## Certovo_Oxic_Glucose_Labelled_72_3 1 1 -1 72 49971
## Certovo_Oxic_Glucose_Labelled_72_4 1 1 -1 72 49962
## Certovo_Oxic_Glucose_Labelled_72_5 1 1 -1 72 45800
## Certovo_Oxic_Glucose_Labelled_72_6 1 1 -1 72 51042
## Certovo_Oxic_Glucose_Labelled_72_7 1 1 -1 72 45547
## Certovo_Oxic_Glucose_Labelled_72_8 1 1 -1 72 46790
## Certovo_Oxic_Glucose_Labelled_72_9 1 1 -1 72 45968
## Certovo_Oxic_Glucose_Unlabelled_72_10 1 1 -1 72 51429
## Certovo_Oxic_Glucose_Unlabelled_72_11 1 1 -1 72 43811
## Certovo_Oxic_Glucose_Unlabelled_72_12 1 1 -1 72 41582
## Certovo_Oxic_Glucose_Unlabelled_72_13 1 1 -1 72 43172
## Certovo_Oxic_Glucose_Unlabelled_72_14 1 1 -1 72 44642
## Certovo_Oxic_Glucose_Unlabelled_72_15 1 1 -1 72 48845
## Certovo_Oxic_Glucose_Unlabelled_72_16 1 1 -1 72 45975
## Certovo_Oxic_Glucose_Unlabelled_72_2 1 1 -1 72 55149
## Certovo_Oxic_Glucose_Unlabelled_72_3 1 1 -1 72 54015
## Certovo_Oxic_Glucose_Unlabelled_72_4 1 1 -1 72 52554
## Certovo_Oxic_Glucose_Unlabelled_72_5 1 1 -1 72 53650
## Certovo_Oxic_Glucose_Unlabelled_72_6 1 1 -1 72 51456
## Certovo_Oxic_Glucose_Unlabelled_72_7 1 1 -1 72 41313
## Certovo_Oxic_Glucose_Unlabelled_72_8 1 1 -1 72 56142
## Certovo_Oxic_Glucose_Unlabelled_72_9 1 1 -1 72 51012
## Plesne_Anoxic_Glucose_Labelled_12_10 1 -1 1 12 59625
## Plesne_Anoxic_Glucose_Labelled_12_11 1 -1 1 12 48177
## Plesne_Anoxic_Glucose_Labelled_12_12 1 -1 1 12 49496
## Plesne_Anoxic_Glucose_Labelled_12_13 1 -1 1 12 50547
## Plesne_Anoxic_Glucose_Labelled_12_14 1 -1 1 12 58227
## Plesne_Anoxic_Glucose_Labelled_12_15 1 -1 1 12 46665
## Plesne_Anoxic_Glucose_Labelled_12_16 1 -1 1 12 42461
## Plesne_Anoxic_Glucose_Labelled_12_2 1 -1 1 12 25926
## Plesne_Anoxic_Glucose_Labelled_12_3 1 -1 1 12 58690
## Plesne_Anoxic_Glucose_Labelled_12_4 1 -1 1 12 54907
## Plesne_Anoxic_Glucose_Labelled_12_5 1 -1 1 12 67084
## Plesne_Anoxic_Glucose_Labelled_12_6 1 -1 1 12 56522
## Plesne_Anoxic_Glucose_Labelled_12_7 1 -1 1 12 74262
## Plesne_Anoxic_Glucose_Labelled_12_8 1 -1 1 12 76541
## Plesne_Anoxic_Glucose_Labelled_12_9 1 -1 1 12 48178
## Plesne_Anoxic_Glucose_Labelled_216_10 1 -1 1 216 50287
## Plesne_Anoxic_Glucose_Labelled_216_11 1 -1 1 216 49443
## Plesne_Anoxic_Glucose_Labelled_216_12 1 -1 1 216 45673
## Plesne_Anoxic_Glucose_Labelled_216_13 1 -1 1 216 52316
## Plesne_Anoxic_Glucose_Labelled_216_14 1 -1 1 216 47359
## Plesne_Anoxic_Glucose_Labelled_216_15 1 -1 1 216 58948
## Plesne_Anoxic_Glucose_Labelled_216_16 1 -1 1 216 56440
## Plesne_Anoxic_Glucose_Labelled_216_17 1 -1 1 216 60783
## Plesne_Anoxic_Glucose_Labelled_216_18 1 -1 1 216 53196
## Plesne_Anoxic_Glucose_Labelled_216_19 1 -1 1 216 54890
## Plesne_Anoxic_Glucose_Labelled_216_5 1 -1 1 216 60758
## Plesne_Anoxic_Glucose_Labelled_216_6 1 -1 1 216 66412
## Plesne_Anoxic_Glucose_Labelled_216_7 1 -1 1 216 54814
## Plesne_Anoxic_Glucose_Labelled_216_8 1 -1 1 216 67529
## Plesne_Anoxic_Glucose_Labelled_216_9 1 -1 1 216 61559
## Plesne_Anoxic_Glucose_Labelled_24_10 1 -1 1 24 59244
## Plesne_Anoxic_Glucose_Labelled_24_11 1 -1 1 24 63002
## Plesne_Anoxic_Glucose_Labelled_24_12 1 -1 1 24 50655
## Plesne_Anoxic_Glucose_Labelled_24_13 1 -1 1 24 41310
## Plesne_Anoxic_Glucose_Labelled_24_14 1 -1 1 24 49919
## Plesne_Anoxic_Glucose_Labelled_24_15 1 -1 1 24 42954
## Plesne_Anoxic_Glucose_Labelled_24_16 1 -1 1 24 48324
## Plesne_Anoxic_Glucose_Labelled_24_2 1 -1 1 24 68214
## Plesne_Anoxic_Glucose_Labelled_24_3 1 -1 1 24 57407
## Plesne_Anoxic_Glucose_Labelled_24_4 1 -1 1 24 62134
## Plesne_Anoxic_Glucose_Labelled_24_5 1 -1 1 24 55806
## Plesne_Anoxic_Glucose_Labelled_24_6 1 -1 1 24 55086
## Plesne_Anoxic_Glucose_Labelled_24_7 1 -1 1 24 47315
## Plesne_Anoxic_Glucose_Labelled_24_8 1 -1 1 24 46065
## Plesne_Anoxic_Glucose_Labelled_24_9 1 -1 1 24 51690
## Plesne_Anoxic_Glucose_Labelled_48_10 1 -1 1 48 48543
## Plesne_Anoxic_Glucose_Labelled_48_11 1 -1 1 48 52244
## Plesne_Anoxic_Glucose_Labelled_48_12 1 -1 1 48 50722
## Plesne_Anoxic_Glucose_Labelled_48_13 1 -1 1 48 47209
## Plesne_Anoxic_Glucose_Labelled_48_14 1 -1 1 48 40340
## Plesne_Anoxic_Glucose_Labelled_48_15 1 -1 1 48 58591
## Plesne_Anoxic_Glucose_Labelled_48_16 1 -1 1 48 13466
## Plesne_Anoxic_Glucose_Labelled_48_2 1 -1 1 48 9966
## Plesne_Anoxic_Glucose_Labelled_48_3 1 -1 1 48 46252
## Plesne_Anoxic_Glucose_Labelled_48_4 1 -1 1 48 16286
## Plesne_Anoxic_Glucose_Labelled_48_5 1 -1 1 48 1984
## Plesne_Anoxic_Glucose_Labelled_48_6 1 -1 1 48 56026
## Plesne_Anoxic_Glucose_Labelled_48_7 1 -1 1 48 54897
## Plesne_Anoxic_Glucose_Labelled_48_8 1 -1 1 48 53532
## Plesne_Anoxic_Glucose_Labelled_48_9 1 -1 1 48 45654
## Plesne_Anoxic_Glucose_Unlabelled_216_10 1 -1 1 216 51586
## Plesne_Anoxic_Glucose_Unlabelled_216_11 1 -1 1 216 51162
## Plesne_Anoxic_Glucose_Unlabelled_216_12 1 -1 1 216 57769
## Plesne_Anoxic_Glucose_Unlabelled_216_13 1 -1 1 216 27347
## Plesne_Anoxic_Glucose_Unlabelled_216_14 1 -1 1 216 46741
## Plesne_Anoxic_Glucose_Unlabelled_216_15 1 -1 1 216 48699
## Plesne_Anoxic_Glucose_Unlabelled_216_16 1 -1 1 216 59844
## Plesne_Anoxic_Glucose_Unlabelled_216_17 1 -1 1 216 59003
## Plesne_Anoxic_Glucose_Unlabelled_216_18 1 -1 1 216 63489
## Plesne_Anoxic_Glucose_Unlabelled_216_19 1 -1 1 216 59268
## Plesne_Anoxic_Glucose_Unlabelled_216_5 1 -1 1 216 61721
## Plesne_Anoxic_Glucose_Unlabelled_216_6 1 -1 1 216 63078
## Plesne_Anoxic_Glucose_Unlabelled_216_7 1 -1 1 216 56898
## Plesne_Anoxic_Glucose_Unlabelled_216_8 1 -1 1 216 57485
## Plesne_Anoxic_Glucose_Unlabelled_216_9 1 -1 1 216 54608
## Plesne_Oxic_Glucose_Labelled_12_10 1 -1 -1 12 19664
## Plesne_Oxic_Glucose_Labelled_12_11 1 -1 -1 12 21750
## Plesne_Oxic_Glucose_Labelled_12_12 1 -1 -1 12 18611
## Plesne_Oxic_Glucose_Labelled_12_13 1 -1 -1 12 19265
## Plesne_Oxic_Glucose_Labelled_12_14 1 -1 -1 12 52394
## Plesne_Oxic_Glucose_Labelled_12_15 1 -1 -1 12 14886
## Plesne_Oxic_Glucose_Labelled_12_16 1 -1 -1 12 16715
## Plesne_Oxic_Glucose_Labelled_12_17 1 -1 -1 12 19990
## Plesne_Oxic_Glucose_Labelled_12_3 1 -1 -1 12 13273
## Plesne_Oxic_Glucose_Labelled_12_4 1 -1 -1 12 11408
## Plesne_Oxic_Glucose_Labelled_12_5 1 -1 -1 12 20993
## Plesne_Oxic_Glucose_Labelled_12_6 1 -1 -1 12 21468
## Plesne_Oxic_Glucose_Labelled_12_7 1 -1 -1 12 18711
## Plesne_Oxic_Glucose_Labelled_12_8 1 -1 -1 12 21836
## Plesne_Oxic_Glucose_Labelled_12_9 1 -1 -1 12 23178
## Plesne_Oxic_Glucose_Labelled_24_10 1 -1 -1 24 12389
## Plesne_Oxic_Glucose_Labelled_24_11 1 -1 -1 24 18913
## Plesne_Oxic_Glucose_Labelled_24_12 1 -1 -1 24 21844
## Plesne_Oxic_Glucose_Labelled_24_13 1 -1 -1 24 13632
## Plesne_Oxic_Glucose_Labelled_24_14 1 -1 -1 24 18158
## Plesne_Oxic_Glucose_Labelled_24_15 1 -1 -1 24 15973
## Plesne_Oxic_Glucose_Labelled_24_16 1 -1 -1 24 15415
## Plesne_Oxic_Glucose_Labelled_24_17 1 -1 -1 24 13315
## Plesne_Oxic_Glucose_Labelled_24_18 1 -1 -1 24 52385
## Plesne_Oxic_Glucose_Labelled_24_4 1 -1 -1 24 19332
## Plesne_Oxic_Glucose_Labelled_24_5 1 -1 -1 24 19403
## Plesne_Oxic_Glucose_Labelled_24_6 1 -1 -1 24 16546
## Plesne_Oxic_Glucose_Labelled_24_7 1 -1 -1 24 17464
## Plesne_Oxic_Glucose_Labelled_24_8 1 -1 -1 24 16752
## Plesne_Oxic_Glucose_Labelled_24_9 1 -1 -1 24 19959
## Plesne_Oxic_Glucose_Labelled_48_10 1 -1 -1 48 16175
## Plesne_Oxic_Glucose_Labelled_48_11 1 -1 -1 48 14441
## Plesne_Oxic_Glucose_Labelled_48_12 1 -1 -1 48 16651
## Plesne_Oxic_Glucose_Labelled_48_13 1 -1 -1 48 12938
## Plesne_Oxic_Glucose_Labelled_48_14 1 -1 -1 48 16965
## Plesne_Oxic_Glucose_Labelled_48_15 1 -1 -1 48 17811
## Plesne_Oxic_Glucose_Labelled_48_16 1 -1 -1 48 18665
## Plesne_Oxic_Glucose_Labelled_48_2 1 -1 -1 48 18017
## Plesne_Oxic_Glucose_Labelled_48_3 1 -1 -1 48 15858
## Plesne_Oxic_Glucose_Labelled_48_4 1 -1 -1 48 19771
## Plesne_Oxic_Glucose_Labelled_48_5 1 -1 -1 48 17422
## Plesne_Oxic_Glucose_Labelled_48_6 1 -1 -1 48 22140
## Plesne_Oxic_Glucose_Labelled_48_7 1 -1 -1 48 17275
## Plesne_Oxic_Glucose_Labelled_48_8 1 -1 -1 48 14074
## Plesne_Oxic_Glucose_Labelled_48_9 1 -1 -1 48 16860
## Plesne_Oxic_Glucose_Labelled_72_10 1 -1 -1 72 15894
## Plesne_Oxic_Glucose_Labelled_72_11 1 -1 -1 72 14863
## Plesne_Oxic_Glucose_Labelled_72_12 1 -1 -1 72 11784
## Plesne_Oxic_Glucose_Labelled_72_13 1 -1 -1 72 15914
## Plesne_Oxic_Glucose_Labelled_72_14 1 -1 -1 72 18097
## Plesne_Oxic_Glucose_Labelled_72_15 1 -1 -1 72 48682
## Plesne_Oxic_Glucose_Labelled_72_16 1 -1 -1 72 12633
## Plesne_Oxic_Glucose_Labelled_72_17 1 -1 -1 72 21282
## Plesne_Oxic_Glucose_Labelled_72_18 1 -1 -1 72 21337
## Plesne_Oxic_Glucose_Labelled_72_4 1 -1 -1 72 17405
## Plesne_Oxic_Glucose_Labelled_72_5 1 -1 -1 72 16519
## Plesne_Oxic_Glucose_Labelled_72_6 1 -1 -1 72 23839
## Plesne_Oxic_Glucose_Labelled_72_7 1 -1 -1 72 13490
## Plesne_Oxic_Glucose_Labelled_72_8 1 -1 -1 72 15730
## Plesne_Oxic_Glucose_Labelled_72_9 1 -1 -1 72 17041
## Plesne_Oxic_Glucose_Unlabelled_72_10 1 -1 -1 72 41193
## Plesne_Oxic_Glucose_Unlabelled_72_11 1 -1 -1 72 15769
## Plesne_Oxic_Glucose_Unlabelled_72_12 1 -1 -1 72 51630
## Plesne_Oxic_Glucose_Unlabelled_72_13 1 -1 -1 72 17510
## Plesne_Oxic_Glucose_Unlabelled_72_14 1 -1 -1 72 22790
## Plesne_Oxic_Glucose_Unlabelled_72_15 1 -1 -1 72 17846
## Plesne_Oxic_Glucose_Unlabelled_72_16 1 -1 -1 72 23501
## Plesne_Oxic_Glucose_Unlabelled_72_17 1 -1 -1 72 20876
## Plesne_Oxic_Glucose_Unlabelled_72_3 1 -1 -1 72 27229
## Plesne_Oxic_Glucose_Unlabelled_72_4 1 -1 -1 72 31847
## Plesne_Oxic_Glucose_Unlabelled_72_5 1 -1 -1 72 25015
## Plesne_Oxic_Glucose_Unlabelled_72_6 1 -1 -1 72 48084
## Plesne_Oxic_Glucose_Unlabelled_72_7 1 -1 -1 72 41804
## Plesne_Oxic_Glucose_Unlabelled_72_8 1 -1 -1 72 38489
## Plesne_Oxic_Glucose_Unlabelled_72_9 1 -1 -1 72 43670
## Site1:Oxygen1 Site1:Hours Oxygen1:Hours
## Certovo_Anoxic_Glucose_Labelled_12_10 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_11 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_12 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_13 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_14 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_15 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_16 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_2 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_3 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_4 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_5 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_6 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_7 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_8 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_9 1 12 12
## Certovo_Anoxic_Glucose_Labelled_216_10 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_11 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_12 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_13 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_14 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_15 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_16 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_17 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_18 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_4 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_5 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_6 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_7 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_8 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_9 1 216 216
## Certovo_Anoxic_Glucose_Labelled_24_10 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_11 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_12 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_13 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_14 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_15 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_16 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_17 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_18 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_19 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_5 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_6 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_7 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_8 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_9 1 24 24
## Certovo_Anoxic_Glucose_Labelled_48_10 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_11 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_12 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_13 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_14 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_15 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_16 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_17 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_18 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_19 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_5 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_6 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_7 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_8 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_9 1 48 48
## Certovo_Anoxic_Glucose_Unlabelled_216_10 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_11 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_12 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_13 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_14 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_15 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_16 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_17 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_18 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_4 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_5 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_6 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_7 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_8 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_9 1 216 216
## Certovo_Oxic_Glucose_Labelled_12_10 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_11 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_12 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_13 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_14 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_15 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_16 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_17 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_3 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_4 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_5 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_6 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_7 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_8 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_9 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_24_10 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_11 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_12 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_13 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_14 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_15 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_16 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_17 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_3 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_4 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_5 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_6 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_7 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_8 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_9 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_48_10 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_11 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_12 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_13 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_14 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_15 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_16 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_2 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_3 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_4 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_5 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_6 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_7 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_8 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_9 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_72_10 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_11 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_12 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_13 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_14 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_15 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_16 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_2 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_3 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_4 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_5 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_6 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_7 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_8 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_9 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_10 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_11 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_12 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_13 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_14 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_15 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_16 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_2 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_3 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_4 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_5 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_6 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_7 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_8 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_9 -1 72 -72
## Plesne_Anoxic_Glucose_Labelled_12_10 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_11 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_12 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_13 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_14 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_15 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_16 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_2 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_3 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_4 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_5 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_6 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_7 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_8 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_9 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_216_10 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_11 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_12 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_13 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_14 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_15 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_16 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_17 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_18 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_19 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_5 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_6 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_7 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_8 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_9 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_24_10 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_11 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_12 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_13 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_14 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_15 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_16 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_2 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_3 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_4 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_5 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_6 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_7 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_8 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_9 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_48_10 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_11 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_12 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_13 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_14 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_15 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_16 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_2 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_3 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_4 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_5 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_6 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_7 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_8 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_9 -1 -48 48
## Plesne_Anoxic_Glucose_Unlabelled_216_10 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_11 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_12 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_13 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_14 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_15 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_16 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_17 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_18 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_19 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_5 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_6 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_7 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_8 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_9 -1 -216 216
## Plesne_Oxic_Glucose_Labelled_12_10 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_11 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_12 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_13 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_14 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_15 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_16 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_17 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_3 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_4 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_5 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_6 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_7 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_8 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_9 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_24_10 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_11 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_12 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_13 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_14 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_15 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_16 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_17 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_18 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_4 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_5 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_6 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_7 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_8 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_9 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_48_10 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_11 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_12 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_13 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_14 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_15 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_16 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_2 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_3 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_4 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_5 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_6 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_7 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_8 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_9 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_72_10 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_11 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_12 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_13 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_14 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_15 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_16 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_17 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_18 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_4 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_5 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_6 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_7 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_8 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_9 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_10 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_11 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_12 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_13 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_14 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_15 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_16 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_17 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_3 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_4 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_5 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_6 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_7 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_8 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_9 1 -72 -72
## Site1:Oxygen1:Hours
## Certovo_Anoxic_Glucose_Labelled_12_10 12
## Certovo_Anoxic_Glucose_Labelled_12_11 12
## Certovo_Anoxic_Glucose_Labelled_12_12 12
## Certovo_Anoxic_Glucose_Labelled_12_13 12
## Certovo_Anoxic_Glucose_Labelled_12_14 12
## Certovo_Anoxic_Glucose_Labelled_12_15 12
## Certovo_Anoxic_Glucose_Labelled_12_16 12
## Certovo_Anoxic_Glucose_Labelled_12_2 12
## Certovo_Anoxic_Glucose_Labelled_12_3 12
## Certovo_Anoxic_Glucose_Labelled_12_4 12
## Certovo_Anoxic_Glucose_Labelled_12_5 12
## Certovo_Anoxic_Glucose_Labelled_12_6 12
## Certovo_Anoxic_Glucose_Labelled_12_7 12
## Certovo_Anoxic_Glucose_Labelled_12_8 12
## Certovo_Anoxic_Glucose_Labelled_12_9 12
## Certovo_Anoxic_Glucose_Labelled_216_10 216
## Certovo_Anoxic_Glucose_Labelled_216_11 216
## Certovo_Anoxic_Glucose_Labelled_216_12 216
## Certovo_Anoxic_Glucose_Labelled_216_13 216
## Certovo_Anoxic_Glucose_Labelled_216_14 216
## Certovo_Anoxic_Glucose_Labelled_216_15 216
## Certovo_Anoxic_Glucose_Labelled_216_16 216
## Certovo_Anoxic_Glucose_Labelled_216_17 216
## Certovo_Anoxic_Glucose_Labelled_216_18 216
## Certovo_Anoxic_Glucose_Labelled_216_4 216
## Certovo_Anoxic_Glucose_Labelled_216_5 216
## Certovo_Anoxic_Glucose_Labelled_216_6 216
## Certovo_Anoxic_Glucose_Labelled_216_7 216
## Certovo_Anoxic_Glucose_Labelled_216_8 216
## Certovo_Anoxic_Glucose_Labelled_216_9 216
## Certovo_Anoxic_Glucose_Labelled_24_10 24
## Certovo_Anoxic_Glucose_Labelled_24_11 24
## Certovo_Anoxic_Glucose_Labelled_24_12 24
## Certovo_Anoxic_Glucose_Labelled_24_13 24
## Certovo_Anoxic_Glucose_Labelled_24_14 24
## Certovo_Anoxic_Glucose_Labelled_24_15 24
## Certovo_Anoxic_Glucose_Labelled_24_16 24
## Certovo_Anoxic_Glucose_Labelled_24_17 24
## Certovo_Anoxic_Glucose_Labelled_24_18 24
## Certovo_Anoxic_Glucose_Labelled_24_19 24
## Certovo_Anoxic_Glucose_Labelled_24_5 24
## Certovo_Anoxic_Glucose_Labelled_24_6 24
## Certovo_Anoxic_Glucose_Labelled_24_7 24
## Certovo_Anoxic_Glucose_Labelled_24_8 24
## Certovo_Anoxic_Glucose_Labelled_24_9 24
## Certovo_Anoxic_Glucose_Labelled_48_10 48
## Certovo_Anoxic_Glucose_Labelled_48_11 48
## Certovo_Anoxic_Glucose_Labelled_48_12 48
## Certovo_Anoxic_Glucose_Labelled_48_13 48
## Certovo_Anoxic_Glucose_Labelled_48_14 48
## Certovo_Anoxic_Glucose_Labelled_48_15 48
## Certovo_Anoxic_Glucose_Labelled_48_16 48
## Certovo_Anoxic_Glucose_Labelled_48_17 48
## Certovo_Anoxic_Glucose_Labelled_48_18 48
## Certovo_Anoxic_Glucose_Labelled_48_19 48
## Certovo_Anoxic_Glucose_Labelled_48_5 48
## Certovo_Anoxic_Glucose_Labelled_48_6 48
## Certovo_Anoxic_Glucose_Labelled_48_7 48
## Certovo_Anoxic_Glucose_Labelled_48_8 48
## Certovo_Anoxic_Glucose_Labelled_48_9 48
## Certovo_Anoxic_Glucose_Unlabelled_216_10 216
## Certovo_Anoxic_Glucose_Unlabelled_216_11 216
## Certovo_Anoxic_Glucose_Unlabelled_216_12 216
## Certovo_Anoxic_Glucose_Unlabelled_216_13 216
## Certovo_Anoxic_Glucose_Unlabelled_216_14 216
## Certovo_Anoxic_Glucose_Unlabelled_216_15 216
## Certovo_Anoxic_Glucose_Unlabelled_216_16 216
## Certovo_Anoxic_Glucose_Unlabelled_216_17 216
## Certovo_Anoxic_Glucose_Unlabelled_216_18 216
## Certovo_Anoxic_Glucose_Unlabelled_216_4 216
## Certovo_Anoxic_Glucose_Unlabelled_216_5 216
## Certovo_Anoxic_Glucose_Unlabelled_216_6 216
## Certovo_Anoxic_Glucose_Unlabelled_216_7 216
## Certovo_Anoxic_Glucose_Unlabelled_216_8 216
## Certovo_Anoxic_Glucose_Unlabelled_216_9 216
## Certovo_Oxic_Glucose_Labelled_12_10 -12
## Certovo_Oxic_Glucose_Labelled_12_11 -12
## Certovo_Oxic_Glucose_Labelled_12_12 -12
## Certovo_Oxic_Glucose_Labelled_12_13 -12
## Certovo_Oxic_Glucose_Labelled_12_14 -12
## Certovo_Oxic_Glucose_Labelled_12_15 -12
## Certovo_Oxic_Glucose_Labelled_12_16 -12
## Certovo_Oxic_Glucose_Labelled_12_17 -12
## Certovo_Oxic_Glucose_Labelled_12_3 -12
## Certovo_Oxic_Glucose_Labelled_12_4 -12
## Certovo_Oxic_Glucose_Labelled_12_5 -12
## Certovo_Oxic_Glucose_Labelled_12_6 -12
## Certovo_Oxic_Glucose_Labelled_12_7 -12
## Certovo_Oxic_Glucose_Labelled_12_8 -12
## Certovo_Oxic_Glucose_Labelled_12_9 -12
## Certovo_Oxic_Glucose_Labelled_24_10 -24
## Certovo_Oxic_Glucose_Labelled_24_11 -24
## Certovo_Oxic_Glucose_Labelled_24_12 -24
## Certovo_Oxic_Glucose_Labelled_24_13 -24
## Certovo_Oxic_Glucose_Labelled_24_14 -24
## Certovo_Oxic_Glucose_Labelled_24_15 -24
## Certovo_Oxic_Glucose_Labelled_24_16 -24
## Certovo_Oxic_Glucose_Labelled_24_17 -24
## Certovo_Oxic_Glucose_Labelled_24_3 -24
## Certovo_Oxic_Glucose_Labelled_24_4 -24
## Certovo_Oxic_Glucose_Labelled_24_5 -24
## Certovo_Oxic_Glucose_Labelled_24_6 -24
## Certovo_Oxic_Glucose_Labelled_24_7 -24
## Certovo_Oxic_Glucose_Labelled_24_8 -24
## Certovo_Oxic_Glucose_Labelled_24_9 -24
## Certovo_Oxic_Glucose_Labelled_48_10 -48
## Certovo_Oxic_Glucose_Labelled_48_11 -48
## Certovo_Oxic_Glucose_Labelled_48_12 -48
## Certovo_Oxic_Glucose_Labelled_48_13 -48
## Certovo_Oxic_Glucose_Labelled_48_14 -48
## Certovo_Oxic_Glucose_Labelled_48_15 -48
## Certovo_Oxic_Glucose_Labelled_48_16 -48
## Certovo_Oxic_Glucose_Labelled_48_2 -48
## Certovo_Oxic_Glucose_Labelled_48_3 -48
## Certovo_Oxic_Glucose_Labelled_48_4 -48
## Certovo_Oxic_Glucose_Labelled_48_5 -48
## Certovo_Oxic_Glucose_Labelled_48_6 -48
## Certovo_Oxic_Glucose_Labelled_48_7 -48
## Certovo_Oxic_Glucose_Labelled_48_8 -48
## Certovo_Oxic_Glucose_Labelled_48_9 -48
## Certovo_Oxic_Glucose_Labelled_72_10 -72
## Certovo_Oxic_Glucose_Labelled_72_11 -72
## Certovo_Oxic_Glucose_Labelled_72_12 -72
## Certovo_Oxic_Glucose_Labelled_72_13 -72
## Certovo_Oxic_Glucose_Labelled_72_14 -72
## Certovo_Oxic_Glucose_Labelled_72_15 -72
## Certovo_Oxic_Glucose_Labelled_72_16 -72
## Certovo_Oxic_Glucose_Labelled_72_2 -72
## Certovo_Oxic_Glucose_Labelled_72_3 -72
## Certovo_Oxic_Glucose_Labelled_72_4 -72
## Certovo_Oxic_Glucose_Labelled_72_5 -72
## Certovo_Oxic_Glucose_Labelled_72_6 -72
## Certovo_Oxic_Glucose_Labelled_72_7 -72
## Certovo_Oxic_Glucose_Labelled_72_8 -72
## Certovo_Oxic_Glucose_Labelled_72_9 -72
## Certovo_Oxic_Glucose_Unlabelled_72_10 -72
## Certovo_Oxic_Glucose_Unlabelled_72_11 -72
## Certovo_Oxic_Glucose_Unlabelled_72_12 -72
## Certovo_Oxic_Glucose_Unlabelled_72_13 -72
## Certovo_Oxic_Glucose_Unlabelled_72_14 -72
## Certovo_Oxic_Glucose_Unlabelled_72_15 -72
## Certovo_Oxic_Glucose_Unlabelled_72_16 -72
## Certovo_Oxic_Glucose_Unlabelled_72_2 -72
## Certovo_Oxic_Glucose_Unlabelled_72_3 -72
## Certovo_Oxic_Glucose_Unlabelled_72_4 -72
## Certovo_Oxic_Glucose_Unlabelled_72_5 -72
## Certovo_Oxic_Glucose_Unlabelled_72_6 -72
## Certovo_Oxic_Glucose_Unlabelled_72_7 -72
## Certovo_Oxic_Glucose_Unlabelled_72_8 -72
## Certovo_Oxic_Glucose_Unlabelled_72_9 -72
## Plesne_Anoxic_Glucose_Labelled_12_10 -12
## Plesne_Anoxic_Glucose_Labelled_12_11 -12
## Plesne_Anoxic_Glucose_Labelled_12_12 -12
## Plesne_Anoxic_Glucose_Labelled_12_13 -12
## Plesne_Anoxic_Glucose_Labelled_12_14 -12
## Plesne_Anoxic_Glucose_Labelled_12_15 -12
## Plesne_Anoxic_Glucose_Labelled_12_16 -12
## Plesne_Anoxic_Glucose_Labelled_12_2 -12
## Plesne_Anoxic_Glucose_Labelled_12_3 -12
## Plesne_Anoxic_Glucose_Labelled_12_4 -12
## Plesne_Anoxic_Glucose_Labelled_12_5 -12
## Plesne_Anoxic_Glucose_Labelled_12_6 -12
## Plesne_Anoxic_Glucose_Labelled_12_7 -12
## Plesne_Anoxic_Glucose_Labelled_12_8 -12
## Plesne_Anoxic_Glucose_Labelled_12_9 -12
## Plesne_Anoxic_Glucose_Labelled_216_10 -216
## Plesne_Anoxic_Glucose_Labelled_216_11 -216
## Plesne_Anoxic_Glucose_Labelled_216_12 -216
## Plesne_Anoxic_Glucose_Labelled_216_13 -216
## Plesne_Anoxic_Glucose_Labelled_216_14 -216
## Plesne_Anoxic_Glucose_Labelled_216_15 -216
## Plesne_Anoxic_Glucose_Labelled_216_16 -216
## Plesne_Anoxic_Glucose_Labelled_216_17 -216
## Plesne_Anoxic_Glucose_Labelled_216_18 -216
## Plesne_Anoxic_Glucose_Labelled_216_19 -216
## Plesne_Anoxic_Glucose_Labelled_216_5 -216
## Plesne_Anoxic_Glucose_Labelled_216_6 -216
## Plesne_Anoxic_Glucose_Labelled_216_7 -216
## Plesne_Anoxic_Glucose_Labelled_216_8 -216
## Plesne_Anoxic_Glucose_Labelled_216_9 -216
## Plesne_Anoxic_Glucose_Labelled_24_10 -24
## Plesne_Anoxic_Glucose_Labelled_24_11 -24
## Plesne_Anoxic_Glucose_Labelled_24_12 -24
## Plesne_Anoxic_Glucose_Labelled_24_13 -24
## Plesne_Anoxic_Glucose_Labelled_24_14 -24
## Plesne_Anoxic_Glucose_Labelled_24_15 -24
## Plesne_Anoxic_Glucose_Labelled_24_16 -24
## Plesne_Anoxic_Glucose_Labelled_24_2 -24
## Plesne_Anoxic_Glucose_Labelled_24_3 -24
## Plesne_Anoxic_Glucose_Labelled_24_4 -24
## Plesne_Anoxic_Glucose_Labelled_24_5 -24
## Plesne_Anoxic_Glucose_Labelled_24_6 -24
## Plesne_Anoxic_Glucose_Labelled_24_7 -24
## Plesne_Anoxic_Glucose_Labelled_24_8 -24
## Plesne_Anoxic_Glucose_Labelled_24_9 -24
## Plesne_Anoxic_Glucose_Labelled_48_10 -48
## Plesne_Anoxic_Glucose_Labelled_48_11 -48
## Plesne_Anoxic_Glucose_Labelled_48_12 -48
## Plesne_Anoxic_Glucose_Labelled_48_13 -48
## Plesne_Anoxic_Glucose_Labelled_48_14 -48
## Plesne_Anoxic_Glucose_Labelled_48_15 -48
## Plesne_Anoxic_Glucose_Labelled_48_16 -48
## Plesne_Anoxic_Glucose_Labelled_48_2 -48
## Plesne_Anoxic_Glucose_Labelled_48_3 -48
## Plesne_Anoxic_Glucose_Labelled_48_4 -48
## Plesne_Anoxic_Glucose_Labelled_48_5 -48
## Plesne_Anoxic_Glucose_Labelled_48_6 -48
## Plesne_Anoxic_Glucose_Labelled_48_7 -48
## Plesne_Anoxic_Glucose_Labelled_48_8 -48
## Plesne_Anoxic_Glucose_Labelled_48_9 -48
## Plesne_Anoxic_Glucose_Unlabelled_216_10 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_11 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_12 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_13 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_14 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_15 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_16 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_17 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_18 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_19 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_5 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_6 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_7 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_8 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_9 -216
## Plesne_Oxic_Glucose_Labelled_12_10 12
## Plesne_Oxic_Glucose_Labelled_12_11 12
## Plesne_Oxic_Glucose_Labelled_12_12 12
## Plesne_Oxic_Glucose_Labelled_12_13 12
## Plesne_Oxic_Glucose_Labelled_12_14 12
## Plesne_Oxic_Glucose_Labelled_12_15 12
## Plesne_Oxic_Glucose_Labelled_12_16 12
## Plesne_Oxic_Glucose_Labelled_12_17 12
## Plesne_Oxic_Glucose_Labelled_12_3 12
## Plesne_Oxic_Glucose_Labelled_12_4 12
## Plesne_Oxic_Glucose_Labelled_12_5 12
## Plesne_Oxic_Glucose_Labelled_12_6 12
## Plesne_Oxic_Glucose_Labelled_12_7 12
## Plesne_Oxic_Glucose_Labelled_12_8 12
## Plesne_Oxic_Glucose_Labelled_12_9 12
## Plesne_Oxic_Glucose_Labelled_24_10 24
## Plesne_Oxic_Glucose_Labelled_24_11 24
## Plesne_Oxic_Glucose_Labelled_24_12 24
## Plesne_Oxic_Glucose_Labelled_24_13 24
## Plesne_Oxic_Glucose_Labelled_24_14 24
## Plesne_Oxic_Glucose_Labelled_24_15 24
## Plesne_Oxic_Glucose_Labelled_24_16 24
## Plesne_Oxic_Glucose_Labelled_24_17 24
## Plesne_Oxic_Glucose_Labelled_24_18 24
## Plesne_Oxic_Glucose_Labelled_24_4 24
## Plesne_Oxic_Glucose_Labelled_24_5 24
## Plesne_Oxic_Glucose_Labelled_24_6 24
## Plesne_Oxic_Glucose_Labelled_24_7 24
## Plesne_Oxic_Glucose_Labelled_24_8 24
## Plesne_Oxic_Glucose_Labelled_24_9 24
## Plesne_Oxic_Glucose_Labelled_48_10 48
## Plesne_Oxic_Glucose_Labelled_48_11 48
## Plesne_Oxic_Glucose_Labelled_48_12 48
## Plesne_Oxic_Glucose_Labelled_48_13 48
## Plesne_Oxic_Glucose_Labelled_48_14 48
## Plesne_Oxic_Glucose_Labelled_48_15 48
## Plesne_Oxic_Glucose_Labelled_48_16 48
## Plesne_Oxic_Glucose_Labelled_48_2 48
## Plesne_Oxic_Glucose_Labelled_48_3 48
## Plesne_Oxic_Glucose_Labelled_48_4 48
## Plesne_Oxic_Glucose_Labelled_48_5 48
## Plesne_Oxic_Glucose_Labelled_48_6 48
## Plesne_Oxic_Glucose_Labelled_48_7 48
## Plesne_Oxic_Glucose_Labelled_48_8 48
## Plesne_Oxic_Glucose_Labelled_48_9 48
## Plesne_Oxic_Glucose_Labelled_72_10 72
## Plesne_Oxic_Glucose_Labelled_72_11 72
## Plesne_Oxic_Glucose_Labelled_72_12 72
## Plesne_Oxic_Glucose_Labelled_72_13 72
## Plesne_Oxic_Glucose_Labelled_72_14 72
## Plesne_Oxic_Glucose_Labelled_72_15 72
## Plesne_Oxic_Glucose_Labelled_72_16 72
## Plesne_Oxic_Glucose_Labelled_72_17 72
## Plesne_Oxic_Glucose_Labelled_72_18 72
## Plesne_Oxic_Glucose_Labelled_72_4 72
## Plesne_Oxic_Glucose_Labelled_72_5 72
## Plesne_Oxic_Glucose_Labelled_72_6 72
## Plesne_Oxic_Glucose_Labelled_72_7 72
## Plesne_Oxic_Glucose_Labelled_72_8 72
## Plesne_Oxic_Glucose_Labelled_72_9 72
## Plesne_Oxic_Glucose_Unlabelled_72_10 72
## Plesne_Oxic_Glucose_Unlabelled_72_11 72
## Plesne_Oxic_Glucose_Unlabelled_72_12 72
## Plesne_Oxic_Glucose_Unlabelled_72_13 72
## Plesne_Oxic_Glucose_Unlabelled_72_14 72
## Plesne_Oxic_Glucose_Unlabelled_72_15 72
## Plesne_Oxic_Glucose_Unlabelled_72_16 72
## Plesne_Oxic_Glucose_Unlabelled_72_17 72
## Plesne_Oxic_Glucose_Unlabelled_72_3 72
## Plesne_Oxic_Glucose_Unlabelled_72_4 72
## Plesne_Oxic_Glucose_Unlabelled_72_5 72
## Plesne_Oxic_Glucose_Unlabelled_72_6 72
## Plesne_Oxic_Glucose_Unlabelled_72_7 72
## Plesne_Oxic_Glucose_Unlabelled_72_8 72
## Plesne_Oxic_Glucose_Unlabelled_72_9 72
##
## $terms
## vegdist(otu_table(Ps_obj_SIP_merged), method = "bray") ~ Site *
## Oxygen * Hours + Lib.size
## attr(,"variables")
## list(vegdist(otu_table(Ps_obj_SIP_merged), method = "bray"),
## Site, Oxygen, Hours, Lib.size)
## attr(,"factors")
## Site Oxygen Hours Lib.size
## vegdist(otu_table(Ps_obj_SIP_merged), method = "bray") 0 0 0 0
## Site 1 0 0 0
## Oxygen 0 1 0 0
## Hours 0 0 1 0
## Lib.size 0 0 0 1
## Site:Oxygen Site:Hours
## vegdist(otu_table(Ps_obj_SIP_merged), method = "bray") 0 0
## Site 1 1
## Oxygen 1 0
## Hours 0 1
## Lib.size 0 0
## Oxygen:Hours Site:Oxygen:Hours
## vegdist(otu_table(Ps_obj_SIP_merged), method = "bray") 0 0
## Site 0 1
## Oxygen 1 1
## Hours 1 1
## Lib.size 0 0
## attr(,"term.labels")
## [1] "Site" "Oxygen" "Hours" "Lib.size"
## [5] "Site:Oxygen" "Site:Hours" "Oxygen:Hours" "Site:Oxygen:Hours"
## attr(,"order")
## [1] 1 1 1 1 2 2 2 3
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"plot_lib_dist(Ps_obj_SIP_merged)
plot_read_dist(Ps_obj_SIP_merged)
plot_mean_SD(Ps_obj_SIP_merged)
Modelling library size shows a significant effect of read depth on the community structure, but explaining only 21% of the variance. The reads histogram shows as expected a highly sparse and skewed sequence matrix. The mean vs SD also shows as expected large dependency of SD on the mean reads of a sequence across all samples.
Now let us look at the taxonomic distribution
table(tax_table(Ps_obj_SIP_merged)[, "Kingdom"], exclude = NULL)##
## Archaea Bacteria
## 185 14280table(tax_table(Ps_obj_SIP_merged)[, "Class"], exclude = NULL)##
## Abditibacteria Acidimicrobiia Acidobacteriae
## 21 679 1199
## Actinobacteria AD3 Alphaproteobacteria
## 784 27 2031
## Anaerolineae Armatimonadia Babeliae
## 3 84 680
## Bacilli Bacteroidia BD7-11
## 459 503 16
## Bdellovibrionia Blastocatellia Campylobacteria
## 110 20 5
## Chlamydiae Chloroflexia Chthonomonadetes
## 583 4 63
## Clostridia Coriobacteriia Cyanobacteriia
## 276 4 178
## Dehalococcoidia Deinococci Desulfitobacteriia
## 1 10 12
## Desulfobulbia Desulfovibrionia Elusimicrobia
## 1 2 14
## Endomicrobia Fibrobacteria Fimbriimonadia
## 2 5 58
## Fusobacteriia Gammaproteobacteria Gemmatimonadetes
## 21 2250 25
## Gitt-GS-136 Gracilibacteria Halobacteria
## 1 1 1
## Holophagae Hydrogenedentia JG30-KF-CM66
## 2 1 25
## Kapabacteria KD4-96 Ktedonobacteria
## 10 1 82
## Lentisphaeria Lineage IIa Longimicrobia
## 2 5 2
## Methanobacteria Micrarchaeia Myxococcia
## 1 4 111
## Negativicutes Nitrososphaeria Oligoflexia
## 13 129 106
## OM190 Omnitrophia Parcubacteria
## 1 11 11
## Phycisphaerae Planctomycetes Polyangia
## 154 1703 146
## Rhodothermia S0134 terrestrial group Saccharimonadia
## 2 1 49
## Sericytochromatia SJA-28 Spirochaetia
## 1 1 1
## Subgroup 22 Subgroup 5 Syntrophobacteria
## 1 12 1
## Thermoanaerobaculia Thermoleophilia Thermoplasmata
## 2 223 50
## TK10 Unclassified vadinHA49
## 10 615 11
## Vampirivibrionia Verrucomicrobiae Vicinamibacteria
## 206 599 27# table(tax_table(Ps_obj)[, "Family"], exclude = NULL)Accordingly, we will remove some taxa which are obvious artefacts or those which aren’t bacteria or archaea
kingdoms2remove <- c("", "Eukaryota", "Unclassified")
orders2remove <- c("Chloroplast")
families2remove <- c("Mitochondria")
Ps_obj_kingdoms <- tax_glom(Ps_obj_SIP_merged, "Kingdom")
Ps_obj_orders <- tax_glom(Ps_obj_SIP_merged, "Order")
Ps_obj_families <- tax_glom(Ps_obj_SIP_merged, "Family")
Ps_obj_SIP_merged_filt <- subset_taxa(Ps_obj_SIP_merged, !is.na(Phylum) &
!Kingdom %in% kingdoms2remove &
!Order %in% orders2remove &
!Family %in% families2remove)Summary_pruned <- tibble(
Level = c("Kingdom", "Order", "Family"),
ASVs.removed = c(
table(tax_table(Ps_obj)[, "Kingdom"], exclude = NULL) %>% as.data.frame() %>% .[.$Var1 == "" | .$Var1 == "Eukaryota" | .$Var1 == "Unclassified", 2] %>% sum(),
table(tax_table(Ps_obj)[, "Order"], exclude = NULL) %>% as.data.frame() %>% .[.$Var1 == "Chloroplast", 2] %>% sum(),
table(tax_table(Ps_obj)[, "Family"], exclude = NULL) %>% as.data.frame() %>% .[.$Var1 == "Mitochondria", 2] %>% sum()
),
Seqs.removed = c(
psmelt(Ps_obj_kingdoms) %>%
group_by(Kingdom) %>%
filter(Kingdom == "" |
Kingdom == "Eukaryota" | Kingdom == "Unclassified") %>%
summarise(sum = sum(Abundance)) %>% .$sum %>% sum(),
psmelt(Ps_obj_orders) %>%
group_by(Order) %>%
filter(Order == orders2remove) %>%
summarise(sum = sum(Abundance)) %>% .$sum %>% sum(),
psmelt(Ps_obj_families) %>%
group_by(Family) %>%
filter(Family == families2remove) %>%
summarise(sum = sum(Abundance)) %>% .$sum %>% sum()
)
)
Summary_pruned %>%
kable(., digits = c(0, 1, 0)) %>%
kable_styling(bootstrap_options = c("striped", "hover", "condensed", "responsive"), full_width = F)| Level | ASVs.removed | Seqs.removed |
|---|---|---|
| Kingdom | 0 | 0 |
| Order | 136 | 4294 |
| Family | 138 | 15725 |
Removed 0.1561% of the sequences.
Now let’s explore the prevalence of different taxa in the database. Prevalence is the number of samples in which a taxa appears at least once. So “Mean prevalence” refers to in how many samples does a sequence belonging to the phylum appears on average, and “Sum prevalence” is the sum of all samples where any sequence from the taxon appears.
prevdf <- apply(X = otu_table(Ps_obj_SIP_merged_filt),
MARGIN = ifelse(taxa_are_rows(Ps_obj_SIP_merged_filt), yes = 1, no = 2),
FUN = function(x){sum(x > 0)})
# Add taxonomy and total read counts to this data.frame
prevdf <- data.frame(Prevalence = prevdf,
TotalAbundance = taxa_sums(Ps_obj_SIP_merged_filt),
tax_table(Ps_obj_SIP_merged_filt))
prevdf %>%
group_by(Phylum) %>%
summarise(`Mean prevalence` = mean(Prevalence),
`Sum prevalence` = sum(Prevalence)) ->
Prevalence_phylum_summary
Prevalence_phylum_summary %>%
kable(., digits = c(0, 1, 0)) %>%
kable_styling(bootstrap_options = c("striped", "hover", "condensed", "responsive"), full_width = F)| Phylum | Mean prevalence | Sum prevalence |
|---|---|---|
| Abditibacteriota | 21.3 | 448 |
| Acidobacteriota | 58.2 | 73619 |
| Actinobacteriota | 51.3 | 86754 |
| Armatimonadota | 43.5 | 9178 |
| Bacteroidota | 20.9 | 10783 |
| Bdellovibrionota | 7.5 | 1625 |
| Campilobacterota | 3.6 | 18 |
| Chloroflexi | 29.5 | 4632 |
| Crenarchaeota | 38.9 | 5012 |
| Cyanobacteria | 17.5 | 4458 |
| Deinococcota | 1.5 | 15 |
| Dependentiae | 11.7 | 7981 |
| Desulfobacterota | 6.7 | 40 |
| Elusimicrobiota | 13.0 | 273 |
| Euryarchaeota | 1.0 | 1 |
| FCPU426 | 44.6 | 1606 |
| Fibrobacterota | 9.0 | 45 |
| Firmicutes | 22.1 | 18329 |
| Fusobacteriota | 4.4 | 93 |
| GAL15 | 40.1 | 281 |
| Gemmatimonadota | 16.7 | 468 |
| Halobacterota | 1.0 | 1 |
| Hydrogenedentes | 1.0 | 1 |
| Micrarchaeota | 1.5 | 6 |
| Myxococcota | 46.7 | 11996 |
| Patescibacteria | 9.0 | 588 |
| Planctomycetota | 36.0 | 67790 |
| Proteobacteria | 28.2 | 119347 |
| RCP2-54 | 105.0 | 8924 |
| SAR324 clade(Marine group B) | 33.0 | 33 |
| Spirochaetota | 1.0 | 1 |
| Thermoplasmatota | 49.3 | 2464 |
| Unclassified | 10.3 | 1825 |
| Verrucomicrobiota | 29.7 | 35502 |
| WPS-2 | 63.1 | 8456 |
prevdf %>%
group_by(Order) %>%
summarise(`Mean prevalence` = mean(Prevalence),
`Sum prevalence` = sum(Prevalence)) ->
Prevalence_order_summary
Prevalence_order_summary %>%
kable(., digits = c(0, 1, 0)) %>%
kable_styling(bootstrap_options = c("striped", "hover", "condensed", "responsive"), full_width = F)| Order | Mean prevalence | Sum prevalence |
|---|---|---|
| 0319-6G20 | 8.2 | 655 |
| 11-24 | 7.5 | 15 |
| Abditibacteriales | 21.3 | 448 |
| Absconditabacteriales (SR1) | 2.0 | 2 |
| Acetobacterales | 69.1 | 16435 |
| Acholeplasmatales | 1.0 | 1 |
| Acidaminococcales | 1.0 | 1 |
| Acidimicrobiales | 1.0 | 1 |
| Acidobacteriales | 51.6 | 30887 |
| Actinomycetales | 3.5 | 38 |
| Aeromonadales | 1.0 | 540 |
| Alicyclobacillales | 26.6 | 186 |
| Alteromonadales | 1.0 | 1 |
| Ardenticatenales | 1.0 | 2 |
| Armatimonadales | 43.8 | 3676 |
| Azospirillales | 38.2 | 992 |
| B12-WMSP1 | 1.0 | 1 |
| Babeliales | 11.7 | 7981 |
| Bacillales | 35.0 | 3151 |
| Bacteriovoracales | 1.2 | 5 |
| Bacteroidales | 2.0 | 117 |
| Bacteroidetes VC2.1 Bac22 | 1.5 | 3 |
| Bdellovibrionales | 6.5 | 687 |
| Bifidobacteriales | 1.0 | 3 |
| Blastocatellales | 1.3 | 22 |
| Blfdi19 | 22.5 | 45 |
| Bryobacterales | 76.7 | 11734 |
| Burkholderiales | 23.8 | 6741 |
| Caedibacterales | 11.7 | 82 |
| Caldalkalibacillales | 3.5 | 7 |
| Campylobacterales | 3.6 | 18 |
| Candidatus Jorgensenbacteria | 3.8 | 23 |
| Candidatus Kaiserbacteria | 1.0 | 1 |
| Cardiobacteriales | 4.3 | 13 |
| Catenulisporales | 97.8 | 2151 |
| Caulobacterales | 57.1 | 9421 |
| Cellvibrionales | 1.0 | 2 |
| Chitinophagales | 34.7 | 5136 |
| Chlamydiales | 17.1 | 9989 |
| Chloroflexales | 1.0 | 1 |
| Christensenellales | 1.4 | 18 |
| Chthoniobacterales | 26.0 | 4752 |
| Chthonomonadales | 19.0 | 1199 |
| Clostridia UCG-014 | 1.0 | 2 |
| Clostridiales | 16.8 | 606 |
| Coriobacteriales | 1.2 | 5 |
| Corynebacteriales | 41.8 | 5059 |
| Coxiellales | 13.5 | 3232 |
| Cyanobacteriales | 3.9 | 126 |
| Cytophagales | 5.1 | 471 |
| Deinococcales | 1.5 | 15 |
| Desulfitobacteriales | 23.2 | 279 |
| Desulfobulbales | 1.0 | 1 |
| Desulfovibrionales | 1.0 | 2 |
| Diplorickettsiales | 10.1 | 2318 |
| Dongiales | 2.0 | 2 |
| Elev-1554 | 14.5 | 29 |
| Elev-16S-1166 | 1.0 | 1 |
| Elsterales | 57.4 | 19463 |
| Endomicrobiales | 1.0 | 2 |
| Enterobacterales | 4.5 | 150 |
| Entomoplasmatales | 8.2 | 41 |
| Erysipelotrichales | 6.7 | 100 |
| Exiguobacterales | 1.0 | 3 |
| FCPU453 | 32.5 | 130 |
| Fibrobacterales | 9.0 | 45 |
| Fimbriimonadales | 70.2 | 4072 |
| Flavobacteriales | 2.6 | 124 |
| Frankiales | 83.3 | 28396 |
| Fusobacteriales | 4.4 | 93 |
| Gaiellales | 71.8 | 933 |
| Gammaproteobacteria Incertae Sedis | 32.0 | 6088 |
| Gastranaerophilales | 1.0 | 3 |
| Gemmatales | 34.4 | 49765 |
| Gemmatimonadales | 18.6 | 465 |
| Group 1.1c | 39.2 | 3335 |
| Haliangiales | 37.5 | 488 |
| Halobacterales | 1.0 | 1 |
| Holosporales | 22.9 | 1280 |
| Hungateiclostridiaceae | 1.0 | 2 |
| Hydrogenedentiales | 1.0 | 1 |
| I3A | 10.6 | 53 |
| IMCC26256 | 37.0 | 7954 |
| Isosphaerales | 55.7 | 5624 |
| JG36-TzT-191 | 82.3 | 3375 |
| KF-JG30-C25 | 20.0 | 60 |
| Kapabacteriales | 38.3 | 383 |
| Kineosporiales | 1.0 | 5 |
| Ktedonobacterales | 27.6 | 2232 |
| Lachnospirales | 5.6 | 767 |
| Lactobacillales | 14.4 | 1209 |
| Legionellales | 19.7 | 3175 |
| Leptolyngbyales | 1.0 | 1 |
| Lineage IV | 10.9 | 98 |
| Longimicrobiales | 1.0 | 2 |
| Methanobacteriales | 1.0 | 1 |
| Methanomassiliicoccales | 1.0 | 2 |
| Methylacidiphilales | 33.8 | 2163 |
| Methylococcales | 9.0 | 18 |
| Micavibrionales | 57.0 | 57 |
| Micrarchaeales | 1.5 | 6 |
| Micrococcales | 7.4 | 891 |
| Micromonosporales | 1.5 | 3 |
| Micropepsales | 56.0 | 4645 |
| Microtrichales | 2.1 | 27 |
| Monoglobales | 1.0 | 4 |
| Myxococcales | 22.2 | 2464 |
| Nitrosococcales | 37.0 | 74 |
| Nitrososphaerales | 60.5 | 1150 |
| Nitrosotaleales | 25.6 | 436 |
| Obscuribacterales | 21.2 | 4153 |
| Oceanospirillales | 2.7 | 8 |
| Oligoflexales | 16.6 | 216 |
| Omnitrophales | 25.5 | 281 |
| Opitutales | 38.4 | 3957 |
| Oscillospirales | 4.6 | 146 |
| Oxyphotobacteria Incertae Sedis | 1.0 | 2 |
| Paenibacillales | 53.1 | 8012 |
| Paracaedibacterales | 11.6 | 792 |
| Pasteurellales | 14.1 | 127 |
| Pedosphaerales | 70.4 | 13805 |
| Peptococcales | 1.0 | 1 |
| Peptostreptococcales-Tissierellales | 6.4 | 256 |
| Phormidesmiales | 1.0 | 2 |
| Phycisphaerales | 21.0 | 524 |
| Pirellulales | 34.5 | 4455 |
| Planctomycetales | 85.8 | 2230 |
| Polyangiales | 70.8 | 8783 |
| Propionibacteriales | 10.5 | 221 |
| Pseudanabaenales | 1.0 | 1 |
| Pseudomonadales | 15.1 | 1782 |
| Pseudonocardiales | 36.8 | 699 |
| Pyrinomonadales | 1.0 | 1 |
| Reyranellales | 29.3 | 352 |
| Rhizobiales | 62.3 | 23562 |
| Rhodobacterales | 2.6 | 84 |
| Rhodospirillales | 13.8 | 1658 |
| Rhodothermales | 1.0 | 2 |
| Rickettsiales | 15.6 | 1485 |
| S-BQ2-57 soil group | 11.8 | 177 |
| S085 | 1.0 | 1 |
| SAR11 clade | 1.0 | 1 |
| SBR1031 | 1.0 | 1 |
| Saccharimonadales | 11.0 | 537 |
| Salinisphaerales | 48.2 | 1013 |
| Silvanigrellales | 4.8 | 62 |
| Solibacterales | 89.8 | 10771 |
| Solirubrobacterales | 75.9 | 15946 |
| Sphingobacteriales | 29.4 | 4468 |
| Sphingomonadales | 4.6 | 705 |
| Spirochaetales | 1.0 | 1 |
| Staphylococcales | 21.6 | 410 |
| Steroidobacterales | 1.0 | 1 |
| Streptomycetales | 63.1 | 883 |
| Streptosporangiales | 2.9 | 105 |
| Subgroup 12 | 10.8 | 43 |
| Subgroup 13 | 61.6 | 1725 |
| Subgroup 15 | 5.1 | 72 |
| Subgroup 2 | 73.8 | 16985 |
| Subgroup 7 | 1.0 | 2 |
| Synechococcales | 1.0 | 2 |
| Syntrophobacterales | 35.0 | 35 |
| TSBb06 | 10.2 | 61 |
| Tepidisphaerales | 35.1 | 4533 |
| Thalassobaculales | 1.0 | 1 |
| Thermicanales | 5.0 | 10 |
| Thermoactinomycetales | 30.0 | 1951 |
| Thermoanaerobaculales | 15.5 | 31 |
| Thermomicrobiales | 1.0 | 1 |
| Unclassified | 31.5 | 56145 |
| Vampirovibrionales | 17.3 | 104 |
| Veillonellales-Selenomonadales | 6.7 | 80 |
| Verrucomicrobiales | 10.1 | 375 |
| Vibrionales | 1.7 | 5 |
| Vicinamibacterales | 31.3 | 846 |
| Victivallales | 1.0 | 2 |
| WD260 | 158.8 | 3335 |
| Xanthomonadales | 29.6 | 2336 |
| mle1-27 | 11.0 | 44 |
Based on that I’ll remove all orders with a sum prevalence of under 5% (15) of all samples
Prevalence_order_summary %>%
filter(`Sum prevalence` < (0.05 * nsamples(Ps_obj_SIP_merged_filt))) %>%
dplyr::select(Order) %>%
map(as.character) %>%
unlist() ->
filterOrder
Ps_obj_SIP_merged_filt2 <- subset_taxa(Ps_obj_SIP_merged_filt, !Order %in% filterOrder)
sample_data(Ps_obj_SIP_merged_filt2)$Lib.size <- rowSums(otu_table(Ps_obj_SIP_merged_filt2))
print(Ps_obj_SIP_merged_filt)## phyloseq-class experiment-level object
## otu_table() OTU Table: [ 14199 taxa and 300 samples ]:
## sample_data() Sample Data: [ 300 samples by 30 sample variables ]:
## tax_table() Taxonomy Table: [ 14199 taxa by 6 taxonomic ranks ]:
## taxa are columnsprint(Ps_obj_SIP_merged_filt2)## phyloseq-class experiment-level object
## otu_table() OTU Table: [ 14099 taxa and 300 samples ]:
## sample_data() Sample Data: [ 300 samples by 30 sample variables ]:
## tax_table() Taxonomy Table: [ 14099 taxa by 6 taxonomic ranks ]:
## taxa are columnsThis removed 100 or 1% of the ASVs, and 0.046% of the reads.
Plot general prevalence features of the phyla
# Subset to the remaining phyla
prevdf_phylum_filt <- subset(prevdf,
Phylum %in% get_taxa_unique(Ps_obj_SIP_merged_filt2,
"Phylum"))
ggplot(prevdf_phylum_filt,
aes(TotalAbundance,
Prevalence / nsamples(Ps_obj_SIP_merged_filt2),
color = Phylum)) +
# Include a guess for parameter
geom_hline(yintercept = 0.05,
alpha = 0.5,
linetype = 2) +
geom_point2(size = 2, alpha = 0.7) +
scale_x_log10() +
xlab("Total Abundance") +
ylab("Prevalence [Frac. Samples]") +
facet_wrap( ~ Phylum) +
theme(legend.position = "none")
Plot general prevalence features of the top 20 orders
# Subset to the remaining phyla
prevdf_order_filt <- subset(prevdf,
Order %in% get_taxa_unique(Ps_obj_SIP_merged_filt2, "Order"))
# grab the top 30 most abundant orders
prevdf_order_filt %>%
group_by(Order) %>%
summarise(Combined.abundance = sum(TotalAbundance)) %>%
arrange(desc(Combined.abundance)) %>%
.[1:30, "Order"] ->
Orders2plot
prevdf_order_filt2 <- subset(prevdf,
Order %in% Orders2plot$Order)
ggplot(prevdf_order_filt2,
aes(TotalAbundance,
Prevalence / nsamples(Ps_obj_SIP_merged_filt2),
color = Order)) +
# Include a guess for parameter
geom_hline(yintercept = 0.05,
alpha = 0.5,
linetype = 2) +
geom_point2(size = 2, alpha = 0.7) +
scale_x_log10() +
xlab("Total Abundance") +
ylab("Prevalence [Frac. Samples]") +
facet_wrap( ~ Order) +
theme(legend.position = "none")
I’ll remove all sequences which appear in less than 10% of the samples
# Define prevalence threshold as 5% of total samples
prevalenceThreshold <- prev_thresh * nsamples(Ps_obj_SIP_merged_filt2)
prevalenceThreshold## [1] 30# Execute prevalence filter, using `prune_taxa()` function
keepTaxa <-
row.names(prevdf_phylum_filt)[(prevdf_phylum_filt$Prevalence >= prevalenceThreshold)]
Ps_obj_SIP_merged_filt3 <- prune_taxa(keepTaxa, Ps_obj_SIP_merged_filt2)
sample_data(Ps_obj_SIP_merged_filt3)$Lib.size <- rowSums(otu_table(Ps_obj_SIP_merged_filt3))
print(Ps_obj_SIP_merged_filt2)## phyloseq-class experiment-level object
## otu_table() OTU Table: [ 14099 taxa and 300 samples ]:
## sample_data() Sample Data: [ 300 samples by 30 sample variables ]:
## tax_table() Taxonomy Table: [ 14099 taxa by 6 taxonomic ranks ]:
## taxa are columnsprint(Ps_obj_SIP_merged_filt3)## phyloseq-class experiment-level object
## otu_table() OTU Table: [ 3693 taxa and 300 samples ]:
## sample_data() Sample Data: [ 300 samples by 30 sample variables ]:
## tax_table() Taxonomy Table: [ 3693 taxa by 6 taxonomic ranks ]:
## taxa are columnsThis removed 10406 or 74% of the ESVs!
However all these removed ESVs accounted for only:
prevdf_phylum_filt %>%
arrange(., Prevalence) %>%
group_by(Prevalence > prevalenceThreshold) %>%
summarise(Abundance = sum(TotalAbundance)) %>%
mutate(`Rel. Ab.` = percent(Abundance / sum(Abundance), accuracy = 0.01)) %>%
kable(., digits = c(0, 1, 0)) %>%
kable_styling(bootstrap_options = c("striped", "hover", "condensed", "responsive"), full_width = F)| Prevalence \> prevalenceThreshold | Abundance | Rel. Ab. |
|---|---|---|
| FALSE | 303010 | 2.37% |
| TRUE | 12498417 | 97.63% |
So it’s fine to remove them.
Test again the effect of library size and all other experimental factors on the community composition after filtering
(mod1 <- adonis(vegdist(otu_table(Ps_obj_SIP_merged_filt3), method = "bray") ~ Site * Oxygen * Hours + Lib.size,
data = as(sample_data(Ps_obj_SIP_merged_filt3), "data.frame"),
permutations = 999
))## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## Site 1 22.638 22.6379 342.15 0.40294 0.001 ***
## Oxygen 1 6.358 6.3575 96.09 0.11316 0.001 ***
## Hours 1 0.322 0.3223 4.87 0.00574 0.002 **
## Lib.size 1 5.069 5.0686 76.61 0.09022 0.001 ***
## Site:Oxygen 1 1.475 1.4747 22.29 0.02625 0.001 ***
## Site:Hours 1 0.458 0.4576 6.92 0.00814 0.001 ***
## Oxygen:Hours 1 0.264 0.2643 3.99 0.00470 0.007 **
## Site:Oxygen:Hours 1 0.345 0.3448 5.21 0.00614 0.001 ***
## Residuals 291 19.254 0.0662 0.34270
## Total 299 56.181 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $call
## adonis(formula = vegdist(otu_table(Ps_obj_SIP_merged_filt3),
## method = "bray") ~ Site * Oxygen * Hours + Lib.size, data = as(sample_data(Ps_obj_SIP_merged_filt3),
## "data.frame"), permutations = 999)
##
## $coefficients
## NULL
##
## $coef.sites
## [,1] [,2] [,3] [,4] [,5]
## (Intercept) 6.585537e-01 6.729009e-01 6.672058e-01 6.958090e-01 7.318371e-01
## Site1 -1.415044e-01 -9.586663e-02 -1.105139e-01 -1.021386e-01 -9.150894e-02
## Oxygen1 -1.205579e-02 8.358618e-03 1.228807e-02 2.098624e-02 2.741477e-02
## Hours -4.897180e-04 -3.443653e-04 -3.494684e-04 -3.086298e-04 -2.123292e-04
## Lib.size -2.866158e-06 -2.383948e-06 -2.679959e-06 -2.830277e-06 -2.914035e-06
## Site1:Oxygen1 -3.476211e-02 -3.125508e-02 -3.285298e-02 -3.044747e-02 -2.610219e-02
## Site1:Hours -3.119678e-04 -2.793906e-04 -3.838150e-04 -4.287611e-04 -3.685832e-04
## Oxygen1:Hours 6.382922e-04 5.353500e-04 5.434754e-04 5.138023e-04 4.359666e-04
## Site1:Oxygen1:Hours 4.903757e-04 5.124837e-04 5.780010e-04 6.172204e-04 5.647724e-04
## [,6] [,7] [,8] [,9] [,10]
## (Intercept) 7.391030e-01 6.556995e-01 7.534978e-01 7.562730e-01 6.710979e-01
## Site1 -8.874369e-02 -1.758881e-01 -1.516232e-01 -1.489940e-01 -1.477260e-01
## Oxygen1 2.818060e-02 -3.550880e-02 -2.507020e-02 -2.216364e-02 -3.117749e-02
## Hours -1.604907e-04 -4.101521e-04 -2.497668e-04 -2.409486e-04 -3.228736e-04
## Lib.size -2.664568e-06 -2.198686e-06 -3.579117e-06 -3.983544e-06 -1.382104e-06
## Site1:Oxygen1 -2.311212e-02 -2.910236e-02 -2.863977e-02 -3.003280e-02 -2.061926e-02
## Site1:Hours -3.523790e-04 -2.887264e-04 -1.661060e-04 -1.663326e-04 -2.204292e-04
## Oxygen1:Hours 3.826024e-04 3.159551e-04 2.245800e-04 1.997238e-04 3.167117e-04
## Site1:Oxygen1:Hours 5.429297e-04 1.190399e-04 4.480347e-05 2.494370e-05 1.351376e-04
## [,11] [,12] [,13] [,14] [,15]
## (Intercept) 7.149386e-01 7.523489e-01 7.494158e-01 6.398495e-01 6.164859e-01
## Site1 -1.623525e-01 -1.564152e-01 -1.567651e-01 -1.569072e-01 -1.552159e-01
## Oxygen1 -2.627105e-02 -1.813445e-02 -1.780181e-02 -1.484428e-02 -1.580011e-02
## Hours -3.025983e-04 -2.620560e-04 -2.561681e-04 -5.583918e-04 -5.699390e-04
## Lib.size -3.460122e-06 -4.492166e-06 -4.500737e-06 -2.587220e-06 -2.041563e-06
## Site1:Oxygen1 -3.075239e-02 -3.257713e-02 -3.413515e-02 -3.121345e-02 -2.963923e-02
## Site1:Hours -2.231314e-04 -1.689982e-04 -1.646231e-04 -3.956872e-04 -3.985641e-04
## Oxygen1:Hours 2.595945e-04 2.086689e-04 2.305365e-04 6.421426e-04 6.774307e-04
## Site1:Oxygen1:Hours 9.089221e-05 1.621883e-05 4.898188e-05 4.756646e-04 5.214529e-04
## [,16] [,17] [,18] [,19] [,20]
## (Intercept) 7.265003e-01 7.353284e-01 7.249581e-01 7.904673e-01 7.190735e-01
## Site1 -1.559901e-01 -1.543622e-01 -1.556217e-01 -1.376228e-01 -1.540346e-01
## Oxygen1 -2.454906e-02 -2.856324e-02 -2.803573e-02 -2.312355e-02 -2.932480e-02
## Hours -3.920598e-04 -3.349539e-04 -4.190926e-04 -3.216290e-04 -4.328117e-04
## Lib.size -4.125735e-06 -4.179053e-06 -3.397697e-06 -4.482568e-06 -3.215773e-06
## Site1:Oxygen1 -3.050967e-02 -3.275146e-02 -2.880557e-02 -3.078314e-02 -2.673338e-02
## Site1:Hours -2.645948e-04 -2.072332e-04 -2.933787e-04 -2.307021e-04 -2.970493e-04
## Oxygen1:Hours 2.281998e-04 2.122364e-04 2.141165e-04 1.331739e-04 2.168391e-04
## Site1:Oxygen1:Hours 4.585412e-06 7.714932e-07 -1.214204e-05 -7.272884e-05 -1.470987e-05
## [,21] [,22] [,23] [,24] [,25]
## (Intercept) 7.254341e-01 7.160422e-01 6.787055e-01 7.071834e-01 7.238290e-01
## Site1 -1.537139e-01 -1.573804e-01 -1.562360e-01 -1.554325e-01 -1.605000e-01
## Oxygen1 -2.785684e-02 -2.914771e-02 -2.789262e-02 -2.794735e-02 -2.541390e-02
## Hours -4.303146e-04 -4.343502e-04 -4.622246e-04 -4.613132e-04 -3.231572e-04
## Lib.size -3.435716e-06 -3.368873e-06 -2.657752e-06 -3.354977e-06 -4.136260e-06
## Site1:Oxygen1 -2.789729e-02 -2.853137e-02 -2.144591e-02 -2.672930e-02 -3.074076e-02
## Site1:Hours -2.968738e-04 -3.003526e-04 -3.103824e-04 -3.286387e-04 -1.982665e-04
## Oxygen1:Hours 2.122114e-04 2.257070e-04 2.749322e-04 2.616154e-04 2.176561e-04
## Site1:Oxygen1:Hours -1.742769e-05 2.701397e-06 3.578967e-05 3.723675e-05 9.530727e-06
## [,26] [,27] [,28] [,29] [,30]
## (Intercept) 7.444796e-01 7.320722e-01 7.114783e-01 8.427650e-01 7.306050e-01
## Site1 -1.530348e-01 -1.538209e-01 -1.548017e-01 -1.156973e-01 -1.544004e-01
## Oxygen1 -1.893087e-02 -2.092015e-02 -2.074563e-02 -1.040976e-02 -2.188749e-02
## Hours -2.953664e-04 -3.510513e-04 -4.130986e-04 -2.371360e-04 -3.950766e-04
## Lib.size -4.401037e-06 -4.377724e-06 -4.047071e-06 -5.615847e-06 -4.196724e-06
## Site1:Oxygen1 -3.100407e-02 -2.992555e-02 -2.866733e-02 -2.908108e-02 -2.912014e-02
## Site1:Hours -1.978307e-04 -2.310483e-04 -2.783532e-04 -1.631679e-04 -2.727524e-04
## Oxygen1:Hours 1.942200e-04 2.381687e-04 2.903211e-04 1.182082e-04 2.265093e-04
## Site1:Oxygen1:Hours 4.557921e-06 2.124205e-05 5.889885e-05 -5.552436e-05 -7.283264e-07
## [,31] [,32] [,33] [,34] [,35]
## (Intercept) 7.256209e-01 6.494605e-01 6.795906e-01 6.237659e-01 5.953247e-01
## Site1 -1.415420e-01 -1.802384e-01 -1.787463e-01 -1.817194e-01 -1.732765e-01
## Oxygen1 -3.267730e-02 -4.494841e-02 -4.277142e-02 -4.682446e-02 -4.162720e-02
## Hours -4.122570e-04 -4.045716e-04 -3.315160e-04 -3.897506e-04 -3.268517e-04
## Lib.size -3.668874e-06 -2.519010e-06 -2.932150e-06 -1.770646e-06 -9.509355e-07
## Site1:Oxygen1 -3.291957e-02 -3.275864e-02 -3.594402e-02 -3.091228e-02 -2.413071e-02
## Site1:Hours -1.383457e-04 -2.183829e-04 -1.674362e-04 -1.967812e-04 -1.244659e-04
## Oxygen1:Hours 4.389485e-04 3.863987e-04 3.233517e-04 3.840973e-04 3.448720e-04
## Site1:Oxygen1:Hours 2.053196e-04 1.352973e-04 8.259219e-05 1.393474e-04 1.223917e-04
## [,36] [,37] [,38] [,39] [,40]
## (Intercept) 6.499631e-01 6.867078e-01 5.873502e-01 7.028334e-01 6.729190e-01
## Site1 -1.630061e-01 -1.763833e-01 -1.480191e-01 -1.561584e-01 -1.720912e-01
## Oxygen1 -4.353786e-02 -4.515717e-02 -3.350921e-02 -3.956272e-02 -4.269047e-02
## Hours -2.467356e-04 -2.967980e-04 -3.742327e-04 -3.864425e-04 -3.931775e-04
## Lib.size -1.935144e-06 -2.827481e-06 -2.275891e-07 -3.307422e-06 -3.098775e-06
## Site1:Oxygen1 -3.140995e-02 -3.700552e-02 -1.826093e-02 -3.351736e-02 -3.623789e-02
## Site1:Hours -4.036051e-05 -1.430821e-04 -1.329423e-04 -1.589690e-04 -2.171038e-04
## Oxygen1:Hours 3.279149e-04 2.934172e-04 3.904682e-04 4.252633e-04 3.956140e-04
## Site1:Oxygen1:Hours 1.294846e-04 8.431435e-05 1.771009e-04 2.055256e-04 1.788947e-04
## [,41] [,42] [,43] [,44] [,45]
## (Intercept) 7.631268e-01 7.136223e-01 6.817063e-01 7.318800e-01 6.609394e-01
## Site1 -1.463845e-01 -1.588347e-01 -1.563956e-01 -1.595051e-01 -1.733754e-01
## Oxygen1 -3.659740e-02 -4.089268e-02 -3.345371e-02 -2.792505e-02 -3.860031e-02
## Hours -2.884801e-04 -3.384060e-04 -3.757665e-04 -3.170337e-04 -3.944203e-04
## Lib.size -4.469083e-06 -3.721653e-06 -3.448073e-06 -4.582962e-06 -2.986661e-06
## Site1:Oxygen1 -3.731662e-02 -3.690695e-02 -3.149077e-02 -3.712091e-02 -3.229130e-02
## Site1:Hours -1.053359e-04 -1.364264e-04 -1.731889e-04 -1.671115e-04 -2.176069e-04
## Oxygen1:Hours 3.481083e-04 3.909116e-04 4.211830e-04 3.250864e-04 3.923506e-04
## Site1:Oxygen1:Hours 1.258893e-04 1.587846e-04 1.979774e-04 1.011608e-04 1.465959e-04
## [,46] [,47] [,48] [,49] [,50]
## (Intercept) 6.736237e-01 6.630477e-01 6.821456e-01 7.652827e-01 7.012155e-01
## Site1 -1.651083e-01 -1.787979e-01 -1.763927e-01 -1.367566e-01 -1.679336e-01
## Oxygen1 -3.866359e-02 -4.333060e-02 -4.655428e-02 -3.287854e-02 -4.794078e-02
## Hours -4.221244e-04 -3.443721e-04 -3.015751e-04 -3.499963e-04 -2.906880e-04
## Lib.size -3.131134e-06 -2.762129e-06 -2.927727e-06 -3.988561e-06 -2.936281e-06
## Site1:Oxygen1 -3.528729e-02 -3.638836e-02 -3.938757e-02 -3.772818e-02 -3.763442e-02
## Site1:Hours -1.872339e-04 -1.688638e-04 -1.167935e-04 -1.170870e-04 -1.076406e-04
## Oxygen1:Hours 4.451276e-04 3.478589e-04 3.330319e-04 3.514725e-04 3.345468e-04
## Site1:Oxygen1:Hours 2.233062e-04 1.220417e-04 1.136363e-04 2.080468e-04 1.086427e-04
## [,51] [,52] [,53] [,54] [,55]
## (Intercept) 6.207126e-01 5.981681e-01 6.212227e-01 6.539644e-01 6.667887e-01
## Site1 -1.781307e-01 -1.717693e-01 -1.811396e-01 -1.763689e-01 -1.668788e-01
## Oxygen1 -5.187252e-02 -4.246459e-02 -4.856775e-02 -5.034147e-02 -4.778301e-02
## Hours -3.368749e-04 -3.393283e-04 -3.733356e-04 -3.496720e-04 -3.750675e-04
## Lib.size -1.413890e-06 -1.068309e-06 -1.600990e-06 -2.222025e-06 -2.735998e-06
## Site1:Oxygen1 -3.101772e-02 -2.335930e-02 -2.935290e-02 -3.639894e-02 -3.633025e-02
## Site1:Hours -1.121696e-04 -1.345218e-04 -1.713400e-04 -1.521929e-04 -1.518376e-04
## Oxygen1:Hours 3.831360e-04 3.409939e-04 3.717682e-04 3.841714e-04 4.218742e-04
## Site1:Oxygen1:Hours 1.379501e-04 1.204489e-04 1.379867e-04 1.700612e-04 1.932291e-04
## [,56] [,57] [,58] [,59] [,60]
## (Intercept) 6.713014e-01 6.291165e-01 6.312451e-01 6.201930e-01 6.145321e-01
## Site1 -1.664741e-01 -1.679396e-01 -1.628547e-01 -1.613071e-01 -1.709816e-01
## Oxygen1 -4.074881e-02 -4.014246e-02 -3.516598e-02 -3.310777e-02 -3.956411e-02
## Hours -3.717081e-04 -4.321729e-04 -3.941356e-04 -4.186824e-04 -4.950371e-04
## Lib.size -2.538560e-06 -1.891041e-06 -2.473481e-06 -2.257751e-06 -1.817680e-06
## Site1:Oxygen1 -3.109673e-02 -2.806772e-02 -2.683157e-02 -2.725526e-02 -2.720270e-02
## Site1:Hours -2.068675e-04 -2.573995e-04 -1.961609e-04 -2.134759e-04 -3.247236e-04
## Oxygen1:Hours 3.605996e-04 4.189556e-04 4.297846e-04 4.593428e-04 4.814990e-04
## Site1:Oxygen1:Hours 1.558945e-04 2.050697e-04 1.994605e-04 2.396926e-04 2.494772e-04
## [,61] [,62] [,63] [,64] [,65]
## (Intercept) 6.823511e-01 6.822627e-01 6.827666e-01 6.971393e-01 6.398556e-01
## Site1 -1.640752e-01 -1.661276e-01 -1.613498e-01 -1.553048e-01 -1.550852e-01
## Oxygen1 -3.688015e-02 -3.690425e-02 -3.554431e-02 -2.655605e-02 -2.937910e-02
## Hours -4.627190e-04 -4.489637e-04 -4.663343e-04 -4.968870e-04 -5.639033e-04
## Lib.size -3.116734e-06 -3.094506e-06 -3.202889e-06 -3.375273e-06 -2.025044e-06
## Site1:Oxygen1 -2.879849e-02 -2.992412e-02 -2.828443e-02 -2.598414e-02 -2.100671e-02
## Site1:Hours -2.886733e-04 -2.781437e-04 -2.908229e-04 -3.333077e-04 -3.934865e-04
## Oxygen1:Hours 3.154460e-04 3.087878e-04 3.160723e-04 3.328152e-04 4.153743e-04
## Site1:Oxygen1:Hours 5.728781e-05 5.838103e-05 5.743907e-05 7.896778e-05 1.612470e-04
## [,66] [,67] [,68] [,69] [,70]
## (Intercept) 6.716608e-01 6.592336e-01 6.079425e-01 6.129156e-01 7.340962e-01
## Site1 -1.562701e-01 -1.703563e-01 -1.736751e-01 -1.513933e-01 -1.464202e-01
## Oxygen1 -2.698461e-02 -4.207715e-02 -4.518647e-02 -4.685665e-02 -2.544721e-02
## Hours -5.172164e-04 -4.542522e-04 -4.686293e-04 -3.771472e-04 -3.757372e-04
## Lib.size -3.059738e-06 -2.644866e-06 -1.532624e-06 -1.866974e-06 -4.300357e-06
## Site1:Oxygen1 -2.451057e-02 -3.015705e-02 -2.494539e-02 -2.366284e-02 -2.679321e-02
## Site1:Hours -3.347346e-04 -2.415618e-04 -2.358663e-04 -1.238108e-04 -2.301247e-04
## Oxygen1:Hours 3.688907e-04 3.758423e-04 4.119933e-04 3.486141e-04 2.653254e-04
## Site1:Oxygen1:Hours 1.059313e-04 1.056485e-04 1.430287e-04 4.782979e-05 2.003362e-05
## [,71] [,72] [,73] [,74] [,75]
## (Intercept) 6.612439e-01 6.441752e-01 6.552789e-01 6.391347e-01 5.996428e-01
## Site1 -1.389204e-01 -1.382459e-01 -1.537888e-01 -4.902463e-02 -1.491183e-01
## Oxygen1 -3.077908e-02 -3.026191e-02 -2.799543e-02 -8.030316e-03 -3.090421e-02
## Hours -4.593817e-04 -4.784677e-04 -5.171763e-04 -1.066123e-04 -5.593315e-04
## Lib.size -1.605261e-06 -1.147479e-06 -2.755778e-06 3.164647e-06 -7.752349e-07
## Site1:Oxygen1 -1.472296e-02 -1.305310e-02 -2.329992e-02 3.404112e-03 -1.503689e-02
## Site1:Hours -2.969776e-04 -3.098694e-04 -3.222188e-04 -9.588416e-05 -3.777778e-04
## Oxygen1:Hours 3.504069e-04 3.830895e-04 4.171633e-04 2.069373e-05 4.543776e-04
## Site1:Oxygen1:Hours 1.253593e-04 1.461360e-04 1.628756e-04 -4.065409e-06 1.974134e-04
## [,76] [,77] [,78] [,79] [,80]
## (Intercept) 6.795811e-01 6.434237e-01 6.993704e-01 7.160553e-01 7.544289e-01
## Site1 -1.773654e-01 -1.690509e-01 -1.686335e-01 -1.645941e-01 -1.587940e-01
## Oxygen1 -2.864148e-02 -2.527428e-02 -2.046004e-02 -1.811350e-02 -1.528651e-02
## Hours -3.290345e-04 -3.214119e-04 -3.319909e-04 -2.898720e-04 -2.232268e-04
## Lib.size -3.358269e-06 -2.592241e-06 -3.919707e-06 -4.244945e-06 -4.738056e-06
## Site1:Oxygen1 -3.066422e-02 -2.388310e-02 -2.840319e-02 -2.914256e-02 -3.054766e-02
## Site1:Hours -1.689866e-04 -1.374495e-04 -2.091514e-04 -1.736629e-04 -1.186242e-04
## Oxygen1:Hours 2.762928e-04 3.202366e-04 2.751788e-04 2.405086e-04 2.140134e-04
## Site1:Oxygen1:Hours 5.733068e-05 1.064967e-04 6.478612e-05 3.354725e-05 2.169693e-05
## [,81] [,82] [,83] [,84] [,85]
## (Intercept) 7.588664e-01 7.540333e-01 6.592467e-01 5.817030e-01 5.511255e-01
## Site1 -1.594913e-01 -1.552940e-01 -1.622395e-01 7.886872e-02 7.754507e-02
## Oxygen1 -1.446494e-02 -1.657278e-02 -3.051863e-02 7.639659e-02 7.087976e-02
## Hours -1.955086e-04 -2.155309e-04 -3.420400e-04 3.103821e-04 2.489106e-04
## Lib.size -4.664028e-06 -4.430020e-06 -1.695224e-06 2.885263e-06 3.408307e-06
## Site1:Oxygen1 -2.954018e-02 -2.791882e-02 -2.053560e-02 -4.212511e-02 -3.987954e-02
## Site1:Hours -1.038148e-04 -1.173472e-04 -2.138800e-04 -2.185025e-04 -1.784315e-04
## Oxygen1:Hours 1.705025e-04 1.881360e-04 3.195999e-04 -2.624467e-04 -2.117995e-04
## Site1:Oxygen1:Hours -1.992913e-05 5.776543e-08 1.284896e-04 2.749735e-04 2.210880e-04
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## (Intercept) 7.794641e-01 5.722626e-01 5.842068e-01 5.817257e-01 7.039764e-01
## Site1 -3.182254e-03 -1.409818e-01 -1.731430e-01 -1.793988e-01 -1.772054e-01
## Oxygen1 1.262177e-02 -2.673148e-02 -4.141522e-02 -3.881833e-02 -3.520634e-02
## Hours 1.441640e-04 -2.323922e-04 -3.814293e-04 -3.952106e-04 -2.727203e-04
## Lib.size 2.770041e-06 1.511769e-06 -1.198053e-07 -1.994726e-07 -3.575979e-06
## Site1:Oxygen1 9.320315e-03 -3.652527e-05 -1.715256e-02 -1.475991e-02 -3.785673e-02
## Site1:Hours 1.058732e-04 -9.240964e-05 -1.934953e-04 -2.273817e-04 -1.260997e-04
## Oxygen1:Hours -1.581298e-04 2.400378e-04 3.797963e-04 3.789096e-04 2.672568e-04
## Site1:Oxygen1:Hours -1.132790e-04 9.337967e-05 1.815285e-04 1.764211e-04 6.100477e-05
## [,91] [,92] [,93] [,94] [,95]
## (Intercept) 6.334354e-01 6.093066e-01 6.059972e-01 6.149825e-01 6.254547e-01
## Site1 -1.352817e-01 -1.339030e-01 -1.382132e-01 -1.390322e-01 -1.281446e-01
## Oxygen1 2.750008e-04 3.442436e-04 -2.211449e-03 -1.740160e-03 1.212540e-03
## Hours -6.049790e-04 -5.585801e-04 -5.459069e-04 -5.066144e-04 -4.419003e-04
## Lib.size -2.595005e-06 -1.950016e-06 -1.876767e-06 -1.998425e-06 -2.012871e-06
## Site1:Oxygen1 -2.384697e-02 -1.911198e-02 -1.785581e-02 -1.718869e-02 -1.635198e-02
## Site1:Hours -4.781803e-04 -3.963309e-04 -3.650475e-04 -3.151724e-04 -2.409701e-04
## Oxygen1:Hours 6.818939e-04 6.403403e-04 6.219690e-04 5.822298e-04 5.261105e-04
## Site1:Oxygen1:Hours 5.195949e-04 4.573193e-04 4.240736e-04 3.886462e-04 3.470585e-04
## [,96] [,97] [,98] [,99] [,100]
## (Intercept) 6.517484e-01 6.250901e-01 6.383279e-01 7.347082e-01 7.374921e-01
## Site1 -1.323981e-01 -1.332125e-01 -1.282151e-01 -7.834813e-02 -6.569693e-02
## Oxygen1 -2.256896e-03 -8.127630e-04 2.112581e-03 4.201820e-02 4.564420e-02
## Hours -5.058169e-04 -4.592226e-04 -5.004832e-04 -9.311184e-05 -2.619930e-05
## Lib.size -2.655172e-06 -1.969085e-06 -2.246170e-06 -2.121816e-06 -1.642141e-06
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## Site1:Hours -2.970703e-04 -2.860986e-04 -3.324528e-04 -3.305455e-04 -3.322124e-04
## Oxygen1:Hours 5.684364e-04 5.358062e-04 5.699333e-04 2.751740e-04 2.010399e-04
## Site1:Oxygen1:Hours 3.592987e-04 3.679008e-04 3.913798e-04 4.493902e-04 4.241689e-04
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## Site1 -7.128101e-02 -8.960297e-02 -1.072716e-01 -1.182916e-01 -1.271581e-01
## Oxygen1 4.411946e-02 3.886352e-02 2.925998e-02 1.362526e-02 6.937863e-03
## Hours -4.324835e-05 -1.507861e-04 -2.737578e-04 -4.329751e-04 -5.558125e-04
## Lib.size -1.807187e-06 -2.663514e-06 -3.539742e-06 -4.152992e-06 -2.788230e-06
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## Site1:Hours -3.302987e-04 -3.528447e-04 -3.931114e-04 -4.771146e-04 -5.181829e-04
## Oxygen1:Hours 2.199127e-04 3.270297e-04 4.329051e-04 5.545574e-04 6.504580e-04
## Site1:Oxygen1:Hours 4.270896e-04 4.569596e-04 4.847420e-04 5.224130e-04 5.709864e-04
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## Site1 -1.392317e-01 -1.541968e-01 -1.606015e-01 -1.565226e-01 -1.541372e-01
## Oxygen1 -5.093651e-03 -1.510422e-02 -2.158827e-02 -1.802957e-02 -1.901940e-02
## Hours -6.331443e-04 -6.297690e-04 -6.468643e-04 -6.167454e-04 -5.740337e-04
## Lib.size -1.963195e-06 -2.827014e-06 -2.383150e-06 -2.069635e-06 -3.203635e-06
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## Site1:Hours -4.859822e-04 -4.349473e-04 -4.485211e-04 -4.464703e-04 -4.008225e-04
## Oxygen1:Hours 7.079824e-04 6.970454e-04 7.016558e-04 6.681248e-04 6.061131e-04
## Site1:Oxygen1:Hours 5.471087e-04 4.935927e-04 5.031901e-04 4.858376e-04 4.130944e-04
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## Site1 -1.552854e-01 -1.535471e-01 -1.136935e-01 -8.736151e-02 -7.587693e-02
## Oxygen1 -1.981311e-02 -2.018110e-02 2.202929e-02 3.366855e-02 3.726027e-02
## Hours -5.969904e-04 -5.875108e-04 -3.008756e-04 -1.256493e-04 -6.638777e-05
## Lib.size -2.317996e-06 -2.496412e-06 -3.038049e-06 -1.929163e-06 -1.628313e-06
## Site1:Oxygen1 -2.391024e-02 -2.608874e-02 -1.858044e-02 -1.075728e-02 -9.947640e-03
## Site1:Hours -4.204191e-04 -4.013135e-04 -4.685680e-04 -3.765752e-04 -3.549943e-04
## Oxygen1:Hours 6.453778e-04 6.426721e-04 4.457404e-04 2.813202e-04 2.242458e-04
## Site1:Oxygen1:Hours 4.652829e-04 4.703543e-04 5.364474e-04 4.582770e-04 4.310525e-04
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## Site1 -8.563353e-02 -1.031476e-01 -1.179716e-01 -1.341926e-01 -1.398950e-01
## Oxygen1 3.335502e-02 2.434155e-02 1.242939e-02 -2.006873e-03 -6.980039e-03
## Hours -1.266173e-04 -3.140603e-04 -4.966197e-04 -5.751064e-04 -6.772903e-04
## Lib.size -2.097038e-06 -2.612116e-06 -3.134059e-06 -2.717935e-06 -2.893098e-06
## Site1:Oxygen1 -1.213527e-02 -1.971861e-02 -2.728205e-02 -3.717443e-02 -3.211287e-02
## Site1:Hours -3.881688e-04 -5.199295e-04 -6.243857e-04 -6.428094e-04 -6.042214e-04
## Oxygen1:Hours 2.926627e-04 4.789455e-04 6.309514e-04 6.901396e-04 7.597644e-04
## Site1:Oxygen1:Hours 4.717285e-04 5.957599e-04 6.685644e-04 7.055994e-04 6.358294e-04
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## (Intercept) 6.328279e-01 6.523313e-01 6.432169e-01 6.403526e-01 6.623574e-01
## Site1 -1.602611e-01 -1.606899e-01 -1.587116e-01 -1.601355e-01 -1.539911e-01
## Oxygen1 -2.756213e-02 -2.384564e-02 -2.205391e-02 -2.305050e-02 -1.918328e-02
## Hours -7.056942e-04 -7.223709e-04 -7.135860e-04 -7.092388e-04 -6.600616e-04
## Lib.size -2.037621e-06 -2.629903e-06 -2.449665e-06 -2.258750e-06 -2.678456e-06
## Site1:Oxygen1 -3.306295e-02 -3.289040e-02 -2.846734e-02 -2.876882e-02 -2.894224e-02
## Site1:Hours -5.393437e-04 -5.497852e-04 -5.386559e-04 -5.522398e-04 -4.984042e-04
## Oxygen1:Hours 7.400740e-04 7.289678e-04 7.229269e-04 7.268682e-04 6.766865e-04
## Site1:Oxygen1:Hours 5.621602e-04 5.281280e-04 5.116637e-04 5.451616e-04 4.975885e-04
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## (Intercept) 6.272251e-01 6.807412e-01 6.749228e-01 6.829182e-01 6.946194e-01
## Site1 -1.551500e-01 -1.436421e-01 -1.100175e-01 -1.024489e-01 -1.018107e-01
## Oxygen1 -2.125171e-02 -1.473067e-02 1.667394e-02 2.232405e-02 2.151141e-02
## Hours -6.594548e-04 -6.133245e-04 -5.009514e-04 -4.083595e-04 -3.803283e-04
## Lib.size -1.808654e-06 -2.849406e-06 -2.291320e-06 -2.112078e-06 -2.213169e-06
## Site1:Oxygen1 -2.405369e-02 -2.637968e-02 -2.568209e-02 -2.257608e-02 -2.219513e-02
## Site1:Hours -5.036205e-04 -4.382428e-04 -6.641937e-04 -6.129587e-04 -5.919760e-04
## Oxygen1:Hours 6.978101e-04 6.353940e-04 6.281383e-04 5.461666e-04 5.275635e-04
## Site1:Oxygen1:Hours 5.327059e-04 4.550719e-04 7.096021e-04 6.666400e-04 6.539971e-04
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## (Intercept) 6.731943e-01 6.863225e-01 6.412946e-01 6.541664e-01 6.508274e-01
## Site1 -1.026643e-01 -1.178363e-01 -1.172746e-01 -1.378247e-01 -1.525741e-01
## Oxygen1 1.678674e-02 4.532460e-03 4.112775e-03 -1.185006e-02 -2.083719e-02
## Hours -4.175041e-04 -5.300868e-04 -5.897025e-04 -6.872374e-04 -7.146007e-04
## Lib.size -1.974116e-06 -2.758721e-06 -2.291447e-06 -2.613720e-06 -2.736885e-06
## Site1:Oxygen1 -2.573030e-02 -3.470355e-02 -3.467026e-02 -3.799505e-02 -3.571036e-02
## Site1:Hours -6.287002e-04 -6.632176e-04 -6.695731e-04 -6.294652e-04 -5.435125e-04
## Oxygen1:Hours 5.586426e-04 6.652541e-04 7.003178e-04 7.388023e-04 7.547034e-04
## Site1:Oxygen1:Hours 6.902181e-04 7.310898e-04 7.235386e-04 6.345686e-04 5.539939e-04
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## (Intercept) 6.571600e-01 6.268358e-01 6.220635e-01 6.282674e-01 6.328038e-01
## Site1 -1.429537e-01 -1.473484e-01 -1.461295e-01 -1.523092e-01 -1.450917e-01
## Oxygen1 -1.171928e-02 -1.507346e-02 -1.289001e-02 -1.690622e-02 -1.166630e-02
## Hours -7.119207e-04 -7.746925e-04 -7.409012e-04 -7.550204e-04 -7.508516e-04
## Lib.size -2.989322e-06 -2.231662e-06 -2.018438e-06 -2.114863e-06 -2.208364e-06
## Site1:Oxygen1 -3.873145e-02 -3.395190e-02 -3.303809e-02 -3.629197e-02 -2.969803e-02
## Site1:Hours -6.179789e-04 -6.733755e-04 -6.590406e-04 -6.650991e-04 -6.486896e-04
## Oxygen1:Hours 7.940077e-04 8.273611e-04 7.839771e-04 8.004386e-04 7.899666e-04
## Site1:Oxygen1:Hours 6.785344e-04 6.867469e-04 6.632825e-04 6.840589e-04 6.434074e-04
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## (Intercept) 6.532083e-01 6.420954e-01 6.882731e-01 6.430703e-01 6.788917e-01
## Site1 -1.453549e-01 -1.454311e-01 -1.174280e-01 -1.116385e-01 -1.237357e-01
## Oxygen1 -1.109791e-02 -1.178063e-02 -4.352519e-03 -6.810405e-03 -7.593801e-03
## Hours -7.526142e-04 -7.525528e-04 -7.233394e-04 -7.094339e-04 -7.304420e-04
## Lib.size -2.658619e-06 -2.385412e-06 -3.177943e-06 -1.635830e-06 -2.924825e-06
## Site1:Oxygen1 -3.272097e-02 -3.100766e-02 -3.318485e-02 -2.679438e-02 -3.303391e-02
## Site1:Hours -6.588784e-04 -6.425432e-04 -6.508358e-04 -6.185798e-04 -6.537721e-04
## Oxygen1:Hours 7.825439e-04 7.919953e-04 7.763299e-04 7.670195e-04 7.885505e-04
## Site1:Oxygen1:Hours 6.534439e-04 6.528258e-04 6.600153e-04 6.359789e-04 6.670146e-04
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## (Intercept) 6.557961e-01 6.675392e-01 6.469668e-01 6.823255e-01 6.634130e-01
## Site1 -1.225715e-01 -1.290152e-01 -1.264945e-01 -1.376799e-01 -1.378893e-01
## Oxygen1 -6.580662e-03 -8.955222e-03 -9.639263e-03 -5.939373e-03 -8.412755e-03
## Hours -7.706974e-04 -7.295822e-04 -7.553864e-04 -7.006652e-04 -7.624868e-04
## Lib.size -2.604157e-06 -2.717147e-06 -2.108863e-06 -3.484022e-06 -3.126733e-06
## Site1:Oxygen1 -3.184830e-02 -3.475401e-02 -3.043232e-02 -3.842222e-02 -3.628455e-02
## Site1:Hours -6.485425e-04 -6.764022e-04 -6.427062e-04 -6.553328e-04 -6.663387e-04
## Oxygen1:Hours 8.292741e-04 7.814705e-04 7.782581e-04 7.576240e-04 8.234427e-04
## Site1:Oxygen1:Hours 6.678515e-04 6.800000e-04 6.031909e-04 6.572170e-04 6.814270e-04
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## (Intercept) 7.986625e-01 7.422965e-01 7.464114e-01 7.517957e-01 7.856978e-01
## Site1 1.487163e-01 1.471215e-01 1.422189e-01 1.419344e-01 1.346454e-01
## Oxygen1 -6.648558e-02 -6.733708e-02 -6.822772e-02 -6.905036e-02 -6.772168e-02
## Hours -1.944143e-04 -2.002326e-04 -2.000343e-04 -1.896143e-04 -2.008445e-04
## Lib.size -5.526574e-06 -4.401645e-06 -4.468548e-06 -4.482707e-06 -5.091713e-06
## Site1:Oxygen1 6.313859e-02 6.250901e-02 6.181051e-02 6.316174e-02 5.999763e-02
## Site1:Hours 6.976355e-05 6.412837e-05 5.854045e-05 5.778827e-05 6.040417e-05
## Oxygen1:Hours 3.903229e-04 4.161123e-04 4.043112e-04 4.045892e-04 3.861326e-04
## Site1:Oxygen1:Hours -2.585366e-04 -2.939855e-04 -2.736678e-04 -2.936046e-04 -2.490600e-04
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## (Intercept) 7.316579e-01 7.145399e-01 6.273085e-01 8.139033e-01 7.948693e-01
## Site1 1.405825e-01 1.466643e-01 -1.534667e-02 1.369719e-01 1.409440e-01
## Oxygen1 -6.624252e-02 -5.884827e-02 3.322202e-02 -5.044316e-02 -4.908615e-02
## Hours -2.004679e-04 -2.134996e-04 -3.242089e-05 -2.209297e-04 -2.139045e-04
## Lib.size -4.075419e-06 -3.771926e-06 9.142704e-07 -5.207817e-06 -5.146258e-06
## Site1:Oxygen1 6.024285e-02 5.539452e-02 -1.562057e-02 4.878152e-02 4.952372e-02
## Site1:Hours 5.167270e-05 8.246667e-05 -3.841521e-04 1.198256e-04 1.532948e-04
## Oxygen1:Hours 4.188624e-04 4.072825e-04 1.682585e-04 3.505040e-04 3.461221e-04
## Site1:Oxygen1:Hours -3.025718e-04 -2.929252e-04 4.125126e-04 -2.215002e-04 -2.505738e-04
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## (Intercept) 8.486344e-01 8.079523e-01 8.669582e-01 8.729193e-01 7.500065e-01
## Site1 1.402273e-01 1.477903e-01 1.407825e-01 1.349206e-01 1.532363e-01
## Oxygen1 -4.869734e-02 -5.085339e-02 -4.975185e-02 -5.118300e-02 -6.053052e-02
## Hours -2.313869e-04 -2.450159e-04 -2.165084e-04 -2.120194e-04 -2.114570e-04
## Lib.size -6.282485e-06 -5.737502e-06 -6.552385e-06 -6.576352e-06 -4.681431e-06
## Site1:Oxygen1 4.908949e-02 5.137301e-02 5.096402e-02 5.061484e-02 5.867325e-02
## Site1:Hours 1.266677e-04 1.467936e-04 1.146665e-04 9.533086e-05 9.957325e-05
## Oxygen1:Hours 3.426025e-04 3.709174e-04 3.328504e-04 3.287835e-04 3.951256e-04
## Site1:Oxygen1:Hours -2.035223e-04 -2.419185e-04 -1.909627e-04 -1.739485e-04 -2.733913e-04
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## (Intercept) 7.724505e-01 7.757972e-01 7.423413e-01 7.966409e-01 7.406966e-01
## Site1 1.473385e-01 1.426097e-01 1.486190e-01 1.279013e-01 1.169698e-01
## Oxygen1 -4.841276e-02 -4.528652e-02 -5.490520e-02 -4.087498e-02 -6.417928e-02
## Hours -3.034892e-04 -3.219779e-04 -2.503709e-04 -3.910651e-04 -2.625228e-04
## Lib.size -4.895839e-06 -4.646822e-06 -4.026242e-06 -4.468936e-06 -3.614806e-06
## Site1:Oxygen1 4.733903e-02 4.372298e-02 5.308199e-02 3.792413e-02 5.330544e-02
## Site1:Hours 2.528547e-04 2.913667e-04 2.319539e-04 3.321073e-04 1.155541e-04
## Oxygen1:Hours 2.988769e-04 2.617322e-04 2.979493e-04 2.367784e-04 3.631132e-04
## Site1:Oxygen1:Hours -1.808149e-04 -1.402113e-04 -2.187310e-04 -7.022848e-05 -2.270235e-04
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## (Intercept) 7.905358e-01 7.819947e-01 6.960491e-01 8.024830e-01 7.887770e-01
## Site1 1.215375e-01 1.295171e-01 -6.208447e-02 1.330021e-01 1.346909e-01
## Oxygen1 -6.415949e-02 -6.552744e-02 -5.874912e-02 -4.436350e-02 -5.458924e-02
## Hours -2.794019e-04 -2.792503e-04 -3.298270e-04 -3.757071e-04 -3.231735e-04
## Lib.size -4.853095e-06 -4.797737e-06 -4.346208e-06 -4.821702e-06 -4.972185e-06
## Site1:Oxygen1 5.290101e-02 5.565187e-02 -1.745018e-03 4.277674e-02 5.006357e-02
## Site1:Hours 1.321754e-04 1.396271e-04 -6.112952e-05 2.754758e-04 2.324542e-04
## Oxygen1:Hours 3.368481e-04 3.326636e-04 3.644229e-04 2.727897e-04 2.930597e-04
## Site1:Oxygen1:Hours -1.662931e-04 -1.689615e-04 -3.561722e-05 -8.973787e-05 -1.310422e-04
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## (Intercept) 8.255181e-01 8.440208e-01 8.004845e-01 8.552182e-01 8.409662e-01
## Site1 1.008023e-01 1.303877e-01 1.440098e-01 1.357059e-01 1.278346e-01
## Oxygen1 -3.127931e-02 -4.432077e-02 -4.079876e-02 -4.822300e-02 -3.651055e-02
## Hours -3.091275e-04 -2.516465e-04 -2.746499e-04 -2.559567e-04 -3.244471e-04
## Lib.size -4.016303e-06 -5.795526e-06 -5.178181e-06 -6.032285e-06 -5.498378e-06
## Site1:Oxygen1 2.879424e-02 4.446042e-02 4.217726e-02 4.853234e-02 3.677543e-02
## Site1:Hours 2.539251e-04 2.151124e-04 2.373667e-04 1.689187e-04 3.022729e-04
## Oxygen1:Hours 2.206194e-04 2.658432e-04 2.779756e-04 3.011539e-04 2.219309e-04
## Site1:Oxygen1:Hours -9.372841e-05 -1.580258e-04 -1.737461e-04 -1.874739e-04 -8.552878e-05
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## (Intercept) 8.053460e-01 8.144783e-01 7.615919e-01 7.135541e-01 7.560373e-01
## Site1 1.500088e-01 1.474160e-01 1.542324e-01 1.502310e-01 1.558720e-01
## Oxygen1 -6.301502e-02 -6.479308e-02 -6.693741e-02 -6.177973e-02 -6.473884e-02
## Hours -2.302502e-04 -1.998679e-04 -1.904946e-04 -1.954486e-04 -1.671798e-04
## Lib.size -5.586142e-06 -5.644593e-06 -4.695106e-06 -3.545159e-06 -4.532456e-06
## Site1:Oxygen1 6.003340e-02 6.184466e-02 6.453555e-02 5.886110e-02 6.349823e-02
## Site1:Hours 1.275401e-04 1.081388e-04 1.080102e-04 1.345839e-04 1.132008e-04
## Oxygen1:Hours 3.627695e-04 3.580871e-04 3.769544e-04 3.600405e-04 3.517606e-04
## Site1:Oxygen1:Hours -2.263599e-04 -2.370370e-04 -2.928146e-04 -3.044865e-04 -2.898310e-04
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## (Intercept) 7.221232e-01 7.621692e-01 8.520130e-01 8.089681e-01 8.329909e-01
## Site1 1.492005e-01 1.470996e-01 1.364614e-01 1.493301e-01 1.389265e-01
## Oxygen1 -5.703924e-02 -5.101855e-02 -5.355599e-02 -5.348990e-02 -4.591129e-02
## Hours -2.221266e-04 -2.933648e-04 -1.993353e-04 -2.300666e-04 -2.198670e-04
## Lib.size -3.862375e-06 -4.530134e-06 -5.720472e-06 -5.402123e-06 -5.400840e-06
## Site1:Oxygen1 5.438176e-02 4.899091e-02 5.358528e-02 5.285321e-02 4.716484e-02
## Site1:Hours 1.672461e-04 2.381953e-04 1.370285e-04 1.784276e-04 2.324053e-04
## Oxygen1:Hours 3.395909e-04 3.021908e-04 3.082525e-04 3.298888e-04 2.667956e-04
## Site1:Oxygen1:Hours -2.605949e-04 -1.795227e-04 -2.026590e-04 -2.171170e-04 -2.033167e-04
## [,191] [,192] [,193] [,194] [,195]
## (Intercept) 8.038811e-01 8.037079e-01 7.648340e-01 7.668983e-01 7.784689e-01
## Site1 1.527261e-01 1.570501e-01 1.597341e-01 1.445628e-01 1.603953e-01
## Oxygen1 -4.551507e-02 -5.007529e-02 -4.906607e-02 -4.211383e-02 -6.009551e-02
## Hours -2.489039e-04 -2.295461e-04 -2.469018e-04 -3.555147e-04 -2.269877e-04
## Lib.size -5.427688e-06 -5.572301e-06 -4.856524e-06 -4.536227e-06 -5.227687e-06
## Site1:Oxygen1 4.801013e-02 5.236914e-02 5.064518e-02 4.132656e-02 5.979713e-02
## Site1:Hours 2.160197e-04 1.994759e-04 1.992581e-04 2.675216e-04 1.348855e-04
## Oxygen1:Hours 3.124271e-04 3.325024e-04 3.535310e-04 3.293529e-04 3.931908e-04
## Site1:Oxygen1:Hours -2.041545e-04 -2.409182e-04 -2.602079e-04 -1.699364e-04 -2.764534e-04
## [,196] [,197] [,198] [,199] [,200]
## (Intercept) 7.470047e-01 7.627579e-01 7.569050e-01 7.430393e-01 7.237051e-01
## Site1 1.531801e-01 1.479914e-01 1.409776e-01 1.423681e-01 1.356691e-01
## Oxygen1 -6.610493e-02 -6.883056e-02 -6.847452e-02 -6.484632e-02 -6.498565e-02
## Hours -1.722987e-04 -1.674336e-04 -1.990571e-04 -1.543858e-04 -1.971519e-04
## Lib.size -4.138353e-06 -4.389795e-06 -4.300039e-06 -3.623031e-06 -3.129369e-06
## Site1:Oxygen1 6.378029e-02 6.475816e-02 6.177242e-02 6.168512e-02 5.993509e-02
## Site1:Hours 9.410825e-05 8.290247e-05 8.555550e-05 1.265928e-04 1.014621e-04
## Oxygen1:Hours 3.679570e-04 3.573810e-04 3.618063e-04 3.259715e-04 3.740066e-04
## Site1:Oxygen1:Hours -2.926509e-04 -2.752184e-04 -2.585394e-04 -3.039412e-04 -3.410001e-04
## [,201] [,202] [,203] [,204] [,205]
## (Intercept) 7.882300e-01 5.895090e-01 5.775527e-01 7.660705e-01 7.056968e-01
## Site1 1.380711e-01 8.127060e-02 6.081635e-02 1.385029e-01 2.689902e-02
## Oxygen1 -6.936710e-02 -1.366531e-02 -3.068815e-03 -5.529799e-02 -8.308573e-03
## Hours -1.795628e-04 -1.555067e-04 -1.099057e-04 -2.105915e-04 8.181608e-06
## Lib.size -4.737911e-06 2.382121e-06 3.721763e-06 -3.968104e-06 3.567794e-06
## Site1:Oxygen1 6.273852e-02 1.172446e-02 1.784759e-03 5.276569e-02 9.939554e-03
## Site1:Hours 8.660819e-05 1.849541e-04 1.442681e-04 1.635484e-04 5.284153e-05
## Oxygen1:Hours 3.413750e-04 1.439771e-04 1.037866e-04 3.191396e-04 -3.911116e-06
## Site1:Oxygen1:Hours -2.421743e-04 -2.629216e-04 -1.818877e-04 -2.378407e-04 -8.211410e-05
## [,206] [,207] [,208] [,209] [,210]
## (Intercept) 8.472731e-01 8.022123e-01 7.934652e-01 7.824730e-01 7.396033e-01
## Site1 5.099157e-03 1.502913e-01 1.572847e-01 1.583588e-01 1.553123e-01
## Oxygen1 -1.746881e-02 -5.701306e-02 -5.694286e-02 -6.081355e-02 -5.552859e-02
## Hours -1.316560e-05 -2.200865e-04 -1.981838e-04 -1.995987e-04 -1.818788e-04
## Lib.size 2.475267e-06 -5.276584e-06 -5.256066e-06 -5.097213e-06 -3.905558e-06
## Site1:Oxygen1 1.680212e-02 5.641667e-02 5.792226e-02 6.081815e-02 5.583588e-02
## Site1:Hours 2.448079e-05 1.521838e-04 1.473350e-04 1.201295e-04 1.230147e-04
## Oxygen1:Hours 2.360304e-05 3.475353e-04 3.390000e-04 3.637612e-04 3.388347e-04
## Site1:Oxygen1:Hours -6.580784e-05 -2.343091e-04 -2.457544e-04 -2.604970e-04 -2.760234e-04
## [,211] [,212] [,213] [,214] [,215]
## (Intercept) 7.937145e-01 8.009197e-01 8.342325e-01 6.558921e-01 7.467457e-01
## Site1 1.444775e-01 1.340840e-01 1.089966e-01 1.258962e-01 1.407092e-01
## Oxygen1 -4.284477e-02 -3.324562e-02 -2.446246e-02 -2.663088e-02 -6.038627e-02
## Hours -3.671523e-04 -4.050695e-04 -3.816706e-04 -3.471543e-04 -2.631549e-04
## Lib.size -5.022959e-06 -4.729156e-06 -4.146376e-06 -1.057185e-06 -3.988151e-06
## Site1:Oxygen1 4.310549e-02 3.376508e-02 2.383637e-02 2.338853e-02 5.561578e-02
## Site1:Hours 2.852920e-04 3.262622e-04 3.445582e-04 3.180876e-04 2.331001e-04
## Oxygen1:Hours 2.798538e-04 2.460644e-04 1.687102e-04 2.666224e-04 3.068759e-04
## Site1:Oxygen1:Hours -1.196645e-04 -7.868112e-05 -2.704347e-05 -1.972538e-04 -2.440115e-04
## [,216] [,217] [,218] [,219] [,220]
## (Intercept) 7.621280e-01 8.551496e-01 8.313851e-01 8.442380e-01 8.203976e-01
## Site1 1.335981e-01 9.895066e-02 1.290725e-01 1.197580e-01 1.326552e-01
## Oxygen1 -5.511811e-02 -1.507092e-02 -3.586974e-02 -3.409081e-02 -4.646933e-02
## Hours -3.560554e-04 -3.356796e-04 -3.780723e-04 -3.744881e-04 -3.603726e-04
## Lib.size -4.272388e-06 -3.762067e-06 -5.060323e-06 -5.100071e-06 -5.254190e-06
## Site1:Oxygen1 4.929057e-02 1.474746e-02 3.614006e-02 3.266384e-02 4.389335e-02
## Site1:Hours 2.595542e-04 3.058128e-04 3.147947e-04 3.060905e-04 2.789591e-04
## Oxygen1:Hours 2.976650e-04 1.221087e-04 2.114807e-04 1.972500e-04 2.563754e-04
## Site1:Oxygen1:Hours -1.460750e-04 1.820169e-05 -4.759425e-05 -1.234329e-05 -8.581837e-05
## [,221] [,222] [,223] [,224] [,225]
## (Intercept) 8.500942e-01 8.335532e-01 8.173831e-01 8.207829e-01 8.181703e-01
## Site1 1.189253e-01 1.321453e-01 1.354194e-01 1.431429e-01 1.330382e-01
## Oxygen1 -2.929491e-02 -3.884582e-02 -3.672739e-02 -4.545020e-02 -3.257286e-02
## Hours -3.301111e-04 -2.864233e-04 -3.762055e-04 -3.288287e-04 -3.827961e-04
## Lib.size -4.981319e-06 -5.071398e-06 -5.175484e-06 -5.626847e-06 -5.015310e-06
## Site1:Oxygen1 2.927224e-02 3.902088e-02 3.687485e-02 4.560635e-02 3.380815e-02
## Site1:Hours 3.048826e-04 2.544529e-04 3.027727e-04 2.459994e-04 3.170448e-04
## Oxygen1:Hours 1.785399e-04 2.210531e-04 2.589530e-04 2.908329e-04 2.266694e-04
## Site1:Oxygen1:Hours -4.454293e-05 -1.306965e-04 -9.948798e-05 -1.349750e-04 -6.541169e-05
## [,226] [,227] [,228] [,229] [,230]
## (Intercept) 5.453834e-01 5.642103e-01 5.344699e-01 5.387571e-01 8.140111e-01
## Site1 1.284887e-01 1.304019e-01 1.220766e-01 1.241235e-01 1.345199e-01
## Oxygen1 5.717531e-02 4.800427e-02 4.551003e-02 4.540507e-02 7.677663e-04
## Hours -1.024374e-04 -1.797509e-04 -1.494597e-04 -1.520111e-04 -3.104031e-04
## Lib.size 1.255239e-06 5.776279e-07 1.530593e-06 1.331087e-06 -5.358180e-06
## Site1:Oxygen1 -4.606253e-02 -4.005845e-02 -4.016199e-02 -4.076443e-02 6.952336e-03
## Site1:Hours -4.342652e-05 2.288406e-05 2.185342e-05 2.896313e-05 1.672309e-04
## Oxygen1:Hours 1.333007e-04 2.065669e-04 1.603901e-04 1.658755e-04 3.808034e-04
## Site1:Oxygen1:Hours 4.935329e-05 -2.325431e-05 -1.383060e-05 -1.836028e-05 -2.012475e-04
## [,231] [,232] [,233] [,234] [,235]
## (Intercept) 5.174903e-01 5.162380e-01 5.605346e-01 6.458027e-01 6.417440e-01
## Site1 1.084994e-01 1.145117e-01 1.247040e-01 -1.466099e-02 -1.327171e-02
## Oxygen1 5.447336e-02 5.825185e-02 4.468723e-02 4.042317e-02 3.775294e-02
## Hours -3.188192e-05 -2.739351e-05 -1.185414e-04 1.323299e-04 1.117149e-04
## Lib.size 2.902589e-06 2.463717e-06 1.068222e-06 2.276745e-06 2.579192e-06
## Site1:Oxygen1 -4.625924e-02 -4.696541e-02 -3.819699e-02 -2.989486e-02 -2.900076e-02
## Site1:Hours -5.611136e-05 -5.997495e-05 1.826660e-05 -4.770317e-04 -4.375852e-04
## Oxygen1:Hours 3.045628e-05 3.435795e-05 1.168627e-04 -7.366597e-05 -7.453457e-05
## Site1:Oxygen1:Hours 8.320171e-05 7.568797e-05 -1.656283e-05 5.217150e-04 4.792002e-04
## [,236] [,237] [,238] [,239] [,240]
## (Intercept) 5.960630e-01 6.062262e-01 5.818092e-01 5.704687e-01 5.647621e-01
## Site1 9.202985e-02 9.804176e-02 1.042111e-01 1.196924e-01 1.287408e-01
## Oxygen1 7.833100e-02 8.077115e-02 8.024423e-02 7.571174e-02 6.405243e-02
## Hours 2.897129e-04 3.106527e-04 2.457882e-04 9.790572e-05 -6.950876e-05
## Lib.size 1.954752e-06 1.724116e-06 2.027013e-06 1.377358e-06 9.427786e-07
## Site1:Oxygen1 -4.931149e-02 -5.088390e-02 -5.162043e-02 -5.380365e-02 -4.902585e-02
## Site1:Hours -3.549250e-04 -3.597254e-04 -3.218595e-04 -2.566512e-04 -1.133731e-04
## Oxygen1:Hours -2.182729e-04 -2.313775e-04 -1.820285e-04 -4.075086e-05 1.181391e-04
## Site1:Oxygen1:Hours 3.973149e-04 4.135832e-04 3.618313e-04 3.067498e-04 1.444298e-04
## [,241] [,242] [,243] [,244] [,245]
## (Intercept) 5.200261e-01 5.405465e-01 5.781938e-01 5.391133e-01 5.443051e-01
## Site1 1.048537e-01 1.301012e-01 1.328736e-01 1.130555e-01 1.268252e-01
## Oxygen1 6.201628e-02 5.615353e-02 4.509751e-02 5.639207e-02 4.985862e-02
## Hours 5.784028e-05 -8.546155e-05 -1.641971e-04 5.408643e-05 -8.037099e-05
## Lib.size 3.359846e-06 1.505841e-06 4.192289e-07 2.778256e-06 1.586190e-06
## Site1:Oxygen1 -4.747615e-02 -4.638243e-02 -3.894113e-02 -4.662479e-02 -4.302467e-02
## Site1:Hours -7.068609e-05 -3.469596e-05 5.032097e-05 -6.967583e-05 -4.250283e-06
## Oxygen1:Hours -5.518957e-05 9.647890e-05 1.756658e-04 -7.008037e-05 8.070837e-05
## Site1:Oxygen1:Hours 9.003882e-05 5.007737e-05 -7.695340e-06 8.130251e-05 2.206237e-05
## [,246] [,247] [,248] [,249] [,250]
## (Intercept) 5.252981e-01 5.285117e-01 5.385170e-01 8.081700e-01 5.758093e-01
## Site1 1.171227e-01 1.147757e-01 1.087954e-01 1.319470e-01 9.917670e-02
## Oxygen1 5.106188e-02 5.072796e-02 5.401950e-02 -4.049542e-04 8.202447e-02
## Hours -3.892469e-05 -2.124680e-05 5.908884e-05 -3.166775e-04 2.584258e-04
## Lib.size 2.345957e-06 2.415683e-06 2.808505e-06 -5.141605e-06 2.297394e-06
## Site1:Oxygen1 -4.487867e-02 -4.406132e-02 -4.462844e-02 6.955681e-03 -5.339411e-02
## Site1:Hours -3.037337e-05 -2.757924e-05 -6.457457e-05 1.720451e-04 -3.252686e-04
## Oxygen1:Hours 3.084577e-05 1.294150e-05 -6.916801e-05 3.682903e-04 -1.957333e-04
## Site1:Oxygen1:Hours 4.993647e-05 4.673817e-05 7.611122e-05 -1.722423e-04 3.841355e-04
## [,251] [,252] [,253] [,254] [,255]
## (Intercept) 6.016749e-01 5.995443e-01 5.873248e-01 5.502683e-01 5.574152e-01
## Site1 9.597288e-02 9.282933e-02 1.023951e-01 1.121133e-01 1.239965e-01
## Oxygen1 8.158232e-02 7.803107e-02 7.792525e-02 7.150878e-02 6.182582e-02
## Hours 2.846636e-04 2.555008e-04 2.067708e-04 5.575339e-05 -8.932905e-05
## Lib.size 2.065944e-06 2.363587e-06 2.169945e-06 2.313428e-06 1.353817e-06
## Site1:Oxygen1 -5.123298e-02 -4.983053e-02 -5.212262e-02 -5.276927e-02 -4.785447e-02
## Site1:Hours -3.428586e-04 -3.204206e-04 -3.017193e-04 -1.955548e-04 -8.191231e-05
## Oxygen1:Hours -2.156620e-04 -1.977408e-04 -1.511842e-04 -2.279603e-05 1.233802e-04
## Site1:Oxygen1:Hours 3.985265e-04 3.737449e-04 3.553535e-04 2.442552e-04 1.339466e-04
## [,256] [,257] [,258] [,259] [,260]
## (Intercept) 5.087923e-01 5.051962e-01 5.226781e-01 5.037960e-01 5.271354e-01
## Site1 1.136665e-01 1.101216e-01 1.103586e-01 1.011584e-01 1.179507e-01
## Oxygen1 5.140559e-02 5.269597e-02 4.250853e-02 5.137657e-02 5.087327e-02
## Hours -1.672461e-04 -1.098301e-04 -2.442890e-04 -7.786583e-05 -1.555272e-04
## Lib.size 2.520986e-06 3.008194e-06 2.206436e-06 3.391103e-06 2.073627e-06
## Site1:Oxygen1 -4.407052e-02 -4.431367e-02 -3.817319e-02 -4.265142e-02 -4.326273e-02
## Site1:Hours 5.807890e-05 3.729062e-05 1.058587e-04 2.732889e-05 5.394107e-05
## Oxygen1:Hours 1.693578e-04 1.077248e-04 2.485701e-04 6.835741e-05 1.561977e-04
## Site1:Oxygen1:Hours -4.139374e-05 -2.549468e-05 -8.228743e-05 -1.479492e-05 -4.025904e-05
## [,261] [,262] [,263] [,264] [,265]
## (Intercept) 5.303244e-01 5.407255e-01 5.531507e-01 5.295559e-01 5.411472e-01
## Site1 1.183112e-01 1.198247e-01 9.588711e-02 1.048821e-01 1.209097e-01
## Oxygen1 4.614660e-02 4.635893e-02 6.700968e-02 6.870304e-02 6.580547e-02
## Hours -2.078483e-04 -2.165558e-04 4.187407e-05 2.225800e-06 -1.133804e-04
## Lib.size 1.830679e-06 1.543738e-06 2.587652e-06 2.837428e-06 1.697163e-06
## Site1:Oxygen1 -4.036935e-02 -3.950602e-02 -4.656359e-02 -5.018444e-02 -5.049819e-02
## Site1:Hours 8.638543e-05 9.352203e-05 -1.076163e-04 -8.349298e-05 -3.133457e-05
## Oxygen1:Hours 2.079358e-04 2.192404e-04 -7.570500e-06 1.824596e-05 1.406117e-04
## Site1:Oxygen1:Hours -7.941116e-05 -8.308103e-05 1.594923e-04 1.292828e-04 8.072290e-05
## [,266] [,267] [,268] [,269] [,270]
## (Intercept) 5.223895e-01 5.652720e-01 5.250523e-01 5.083806e-01 5.205254e-01
## Site1 1.163974e-01 1.282325e-01 1.193954e-01 1.087871e-01 1.181941e-01
## Oxygen1 6.158863e-02 5.514782e-02 5.657973e-02 5.782184e-02 5.452002e-02
## Hours -1.237355e-04 -2.061425e-04 -1.632940e-04 -7.140485e-05 -1.443179e-04
## Lib.size 2.236029e-06 7.269108e-07 2.114078e-06 3.077121e-06 2.238194e-06
## Site1:Oxygen1 -4.875104e-02 -4.310528e-02 -4.520106e-02 -4.638707e-02 -4.482729e-02
## Site1:Hours 1.295375e-05 6.152613e-05 5.201493e-05 2.974773e-06 3.650977e-05
## Oxygen1:Hours 1.354947e-04 2.346595e-04 1.714701e-04 7.111035e-05 1.526854e-04
## Site1:Oxygen1:Hours 3.035940e-05 -1.775783e-05 -3.189577e-05 7.746943e-06 -1.892243e-05
## [,271] [,272] [,273] [,274] [,275]
## (Intercept) 5.333378e-01 5.191600e-01 5.097573e-01 5.224295e-01 5.419504e-01
## Site1 9.751608e-02 9.780940e-02 8.247477e-02 9.702639e-02 1.009660e-01
## Oxygen1 3.755902e-02 3.848074e-02 3.530694e-02 3.018526e-02 2.627996e-02
## Hours -3.555481e-04 -3.144572e-04 -2.243885e-04 -3.506634e-04 -4.007993e-04
## Lib.size 2.293341e-06 2.702554e-06 3.653129e-06 2.372744e-06 1.588717e-06
## Site1:Oxygen1 -3.178960e-02 -3.347407e-02 -3.060584e-02 -2.866867e-02 -2.503328e-02
## Site1:Hours 2.025972e-04 1.934088e-04 1.618672e-04 2.418382e-04 2.658037e-04
## Oxygen1:Hours 3.744302e-04 3.218757e-04 2.161740e-04 3.502313e-04 4.050158e-04
## Site1:Oxygen1:Hours -1.974819e-04 -2.048162e-04 -1.766075e-04 -2.370272e-04 -2.735676e-04
## [,276] [,277] [,278] [,279] [,280]
## (Intercept) 7.994523e-01 5.194560e-01 5.833697e-01 5.862014e-01 6.000601e-01
## Site1 1.255870e-01 8.740544e-02 1.125427e-01 1.150682e-01 7.880239e-02
## Oxygen1 -9.694211e-03 3.578259e-02 3.086711e-02 3.420857e-02 7.255824e-02
## Hours -4.577279e-04 -2.245213e-04 -3.684862e-04 -3.567463e-04 1.313755e-04
## Lib.size -5.154117e-06 3.256484e-06 5.560957e-07 5.200393e-07 2.496970e-06
## Site1:Oxygen1 1.345576e-02 -3.098686e-02 -2.656135e-02 -2.751598e-02 -4.388108e-02
## Site1:Hours 2.846190e-04 1.615264e-04 2.222972e-04 2.138771e-04 -1.951142e-04
## Oxygen1:Hours 5.234334e-04 2.148917e-04 3.688727e-04 3.616451e-04 -7.048802e-05
## Site1:Oxygen1:Hours -3.326427e-04 -1.694420e-04 -2.201818e-04 -2.144447e-04 2.470771e-04
## [,281] [,282] [,283] [,284] [,285]
## (Intercept) 6.098852e-01 6.074760e-01 5.924855e-01 5.737408e-01 5.566405e-01
## Site1 7.839830e-02 1.016052e-01 8.278632e-02 9.574485e-02 1.014673e-01
## Oxygen1 7.116115e-02 6.752750e-02 6.174694e-02 5.900618e-02 4.657783e-02
## Hours 1.392548e-04 -3.910653e-05 -3.753827e-05 -1.632680e-04 -3.147443e-04
## Lib.size 2.468899e-06 1.062373e-06 2.744094e-06 2.258892e-06 1.903835e-06
## Site1:Oxygen1 -4.303148e-02 -4.371307e-02 -4.129752e-02 -4.198499e-02 -3.575659e-02
## Site1:Hours -1.964821e-04 -1.251221e-04 -9.095085e-05 -4.959408e-06 1.507393e-04
## Oxygen1:Hours -8.025801e-05 1.041488e-04 7.203306e-05 1.960334e-04 3.417695e-04
## Site1:Oxygen1:Hours 2.440250e-04 1.833782e-04 1.270731e-04 4.198086e-05 -1.326891e-04
## [,286] [,287] [,288] [,289] [,290]
## (Intercept) 7.515196e-01 5.292564e-01 8.081479e-01 5.272118e-01 5.815330e-01
## Site1 1.224770e-01 9.880853e-02 1.276245e-01 1.093400e-01 1.193428e-01
## Oxygen1 9.521830e-03 3.775956e-02 1.651069e-03 4.500137e-02 4.073814e-02
## Hours -5.475594e-04 -2.995640e-04 -4.569545e-04 -3.105313e-04 -3.560965e-04
## Lib.size -4.090889e-06 2.474492e-06 -5.288214e-06 2.044343e-06 4.093305e-07
## Site1:Oxygen1 -3.121915e-03 -3.302482e-02 7.427968e-03 -3.880287e-02 -3.323221e-02
## Site1:Hours 3.777576e-04 2.089687e-04 2.671667e-04 1.764063e-04 2.088424e-04
## Oxygen1:Hours 5.738718e-04 3.036442e-04 5.288681e-04 3.098032e-04 3.741345e-04
## Site1:Oxygen1:Hours -3.263861e-04 -1.590369e-04 -2.989157e-04 -1.470089e-04 -1.744932e-04
## [,291] [,292] [,293] [,294] [,295]
## (Intercept) 5.250834e-01 5.847312e-01 5.632391e-01 6.697977e-01 6.669808e-01
## Site1 1.045383e-01 1.125336e-01 1.090221e-01 9.896711e-02 1.227468e-01
## Oxygen1 3.832308e-02 2.845284e-02 3.091300e-02 2.300245e-02 2.370465e-02
## Hours -3.495770e-04 -4.298101e-04 -4.006312e-04 -4.452877e-04 -4.997068e-04
## Lib.size 1.944748e-06 2.766823e-09 7.906948e-07 -6.739992e-07 -1.839248e-06
## Site1:Oxygen1 -3.334600e-02 -2.321715e-02 -2.604067e-02 -1.917036e-02 -1.743787e-02
## Site1:Hours 2.026380e-04 2.579965e-04 2.356238e-04 3.080515e-04 3.265702e-04
## Oxygen1:Hours 3.557453e-04 4.538993e-04 4.154040e-04 4.304939e-04 5.315504e-04
## Site1:Oxygen1:Hours -1.852595e-04 -2.565697e-04 -2.407863e-04 -1.876031e-04 -2.857812e-04
## [,296] [,297] [,298] [,299] [,300]
## (Intercept) 6.247541e-01 7.918063e-01 7.565111e-01 7.372759e-01 7.702096e-01
## Site1 1.176057e-01 1.218514e-01 1.256521e-01 1.282323e-01 1.261805e-01
## Oxygen1 2.981305e-02 9.887073e-03 1.344731e-02 1.634537e-02 9.885523e-03
## Hours -4.417180e-04 -5.198193e-04 -5.306441e-04 -5.209967e-04 -5.356725e-04
## Lib.size -3.602900e-07 -4.579807e-06 -4.049488e-06 -3.644683e-06 -4.455377e-06
## Site1:Oxygen1 -2.355383e-02 -2.134963e-03 -5.368681e-03 -7.524435e-03 -1.876559e-03
## Site1:Hours 2.812406e-04 3.561524e-04 3.681171e-04 3.497819e-04 3.572063e-04
## Oxygen1:Hours 4.653979e-04 5.272789e-04 5.655765e-04 5.644538e-04 5.657802e-04
## Site1:Oxygen1:Hours -2.688249e-04 -2.828710e-04 -3.189468e-04 -3.359519e-04 -3.235165e-04
##
## $f.perms
## [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
## [1,] 0.9606015 0.3178515 1.4475394 0.9070076 0.7380315 0.7545872 0.4284588 0.8926580
## [2,] 0.9327207 0.9946115 0.3649402 0.5485447 0.4313147 0.6915573 0.7472104 2.7557031
## [3,] 0.9428028 1.8557517 1.5730486 1.1756785 1.0172070 0.6680384 0.2982951 3.0398456
## [4,] 0.8721357 0.4306350 0.3914554 1.3739748 0.3573254 2.4372095 0.7137519 0.9147330
## [5,] 0.4467905 1.8784650 0.6938219 0.8332096 0.8532180 1.2845474 0.5716832 1.7083027
## [6,] 0.8679709 0.7444399 0.2718241 0.8597066 0.7740080 2.7428824 1.0705139 0.3360722
## [7,] 1.3121740 0.5945367 1.3588244 1.2260329 1.0318835 1.0458595 1.5611020 0.9246261
## [8,] 1.2921933 0.6602422 0.2529363 0.7124674 1.1978532 0.8674175 0.5401392 1.4968202
## [9,] 0.3882616 0.4878825 0.8885656 0.7224875 0.5022007 1.4772014 0.2868698 1.0513445
## [10,] 0.3471585 1.5780246 0.6474315 0.9415367 2.1712703 1.1093696 0.3786176 0.4305530
## [11,] 0.9742713 3.0318669 0.5264944 1.2853426 2.4328713 0.7315445 0.6085970 1.1714704
## [12,] 2.6302368 0.6378461 1.5907466 1.6169029 0.7520636 1.2777229 0.8387272 0.5019945
## [13,] 1.5462483 0.6368306 0.4628493 0.5444920 0.5984207 0.5950314 0.4078023 1.5526858
## [14,] 0.5109150 0.7698409 1.2459718 1.3287660 1.6035831 1.3477737 0.7491751 1.0542929
## [15,] 2.8092084 0.4251935 1.4303832 1.1604226 1.1705772 0.6723841 0.7449499 0.7916686
## [16,] 1.7795564 0.7700343 1.0838065 0.5090646 1.3671560 0.4700909 1.5405896 0.2158701
## [17,] 0.9784436 0.3253160 1.3398396 0.7829565 0.3342480 2.6740603 0.3054016 0.2781882
## [18,] 0.9048575 0.8572987 1.5452349 1.0685612 0.3489642 0.5853785 1.7829721 1.3990414
## [19,] 1.3041756 1.5694268 2.1415779 1.0362484 0.6418873 0.2964454 0.4500357 0.6636020
## [20,] 1.1388609 1.1410721 1.1434635 2.8597436 1.3091390 0.6821326 2.1911889 0.4130389
## [21,] 0.3327017 2.7898957 0.3364353 1.7646741 0.9644772 1.0397929 1.7941457 2.4165274
## [22,] 1.1051654 1.0986000 0.4004389 0.7211725 0.7495563 0.8709910 3.8331095 0.6091982
## [23,] 0.4454333 0.3620648 0.7677910 1.1167906 0.8446324 0.8434726 0.4015781 0.3192389
## [24,] 0.6502430 1.2866807 1.0869840 0.3301363 1.7720166 0.4671619 2.1249442 0.8007346
## [25,] 0.3637891 1.1753830 0.4765206 0.6718571 0.4194215 0.4492322 0.7348658 1.3124156
## [26,] 0.6977356 2.0672858 0.3595508 0.6680570 1.1621043 0.4388445 0.6106531 1.6480915
## [27,] 0.6534869 0.3732238 1.2146537 0.6115255 0.6421854 0.5147216 0.6883663 1.3479136
## [28,] 0.8802739 1.0044885 0.4078712 1.3528533 2.2278445 0.7082756 0.8179338 1.5161247
## [29,] 1.9770495 0.8863435 0.6648892 1.4776684 2.6344248 2.2622087 0.4818552 0.5780878
## [30,] 0.9194484 0.5997050 0.7246298 0.7159377 0.9495263 1.6209608 2.3194036 1.5253239
## [31,] 0.5206584 0.5517583 1.7198921 0.8255174 2.2851072 0.6362901 1.1775020 0.5589487
## [32,] 0.6759725 1.8218717 0.6097763 1.6535494 0.8382948 1.8029536 0.7290291 0.5114465
## [33,] 0.5395260 0.4468938 0.4876696 0.4801281 0.7353522 1.8144379 2.3705392 0.9484580
## [34,] 0.9705849 1.1832314 1.4177794 0.4795696 0.6144990 0.2777415 0.4853461 0.5689117
## [35,] 0.7555545 0.8048585 2.4791681 0.2590920 0.5335590 0.7621803 0.8401704 0.8541570
## [36,] 0.8192869 0.6758956 0.3497361 0.7295167 0.8211898 0.3410207 2.8148968 2.1407008
## [37,] 1.0933649 1.2135029 0.4484192 1.4089854 0.5445376 0.4435864 2.5393318 0.2006107
## [38,] 0.8830956 1.9963071 0.7596076 1.0380240 1.4030876 1.9448668 0.8479271 2.2050822
## [39,] 1.0344202 1.3095305 0.5996574 0.8488708 0.9313384 0.5615040 0.5105342 1.8477566
## [40,] 0.4647150 0.2313599 1.3382894 0.4556934 1.6501555 0.7509567 1.0485241 0.4280454
## [41,] 0.8061850 0.4204745 1.1256584 2.1574556 0.4707930 1.2351118 1.9199736 1.2457625
## [42,] 0.9292752 0.3317355 1.0706569 1.3794579 0.7342485 1.8044173 2.3626091 0.9019753
## [43,] 0.9075783 0.3132098 1.5781467 3.7148756 0.6893949 1.7200405 2.8705869 0.7165189
## [44,] 0.5168625 0.5659277 0.5884093 0.5427621 1.0909941 0.9511057 2.2385586 0.4756278
## [45,] 0.3560061 0.7319833 1.8629540 0.5867547 0.4203563 0.6997659 0.7587091 0.5824289
## [46,] 0.6001119 1.2469611 1.8770289 1.9346308 0.4206664 0.4139709 0.3856509 1.6903693
## [47,] 2.1153890 0.8702327 0.5818182 1.1765816 0.6800470 0.2264192 0.9106958 1.0574168
## [48,] 2.7339806 0.5538918 0.7916765 1.1512816 1.1984960 0.5961772 0.6207232 0.4997525
## [49,] 1.8852515 0.4085310 0.2585274 0.6767364 1.4387863 0.6493300 0.9340760 1.1622626
## [50,] 1.8552438 0.9739429 0.5674656 0.2905784 0.8335666 0.3876464 0.4137802 0.4781113
## [51,] 0.5972519 1.0913761 0.3674608 0.3766961 0.9532338 0.9542027 0.2385237 1.8891510
## [52,] 0.9009481 0.7272259 0.5755085 1.9658023 0.3839703 0.4261467 0.5219572 0.2819194
## [53,] 0.6770598 0.6946513 0.7334472 1.2477848 0.5174045 0.8733870 0.3244473 0.4719379
## [54,] 0.5363571 1.5983617 0.6734194 2.2077363 0.3218206 0.4597934 0.9276659 1.6727187
## [55,] 0.5757839 0.6883871 0.3939545 0.7082320 0.4056676 0.3788563 1.4905324 0.5992382
## [56,] 0.9397428 0.2829233 0.4015411 1.6605494 0.5337868 0.7304718 0.6512048 0.7891373
## [57,] 0.7357839 0.8492299 3.1602877 0.4229471 0.8035947 0.6004054 0.8789523 1.4975932
## [58,] 0.8693603 2.9137262 1.6484881 0.5491940 0.4426246 0.3571332 0.5154897 1.3563152
## [59,] 0.4001907 0.6042401 0.9543238 0.6652619 2.8543723 1.3536547 0.4399702 0.2078128
## [60,] 0.5583619 0.6762112 0.7414190 1.1741789 0.5695662 1.3296203 1.0135157 0.4982184
## [61,] 0.5731625 5.2439173 0.9857224 1.2916082 0.5632255 0.4454331 0.2288691 0.7392090
## [62,] 1.2549164 0.7830633 1.5821840 0.6026929 1.5376774 3.2260363 0.6900749 0.4748080
## [63,] 2.4162221 0.6442742 0.7072336 0.4150855 0.4968424 0.4138700 0.5791458 0.6622000
## [64,] 2.3426123 0.9548560 0.2220304 1.2177080 1.3548154 0.3538019 2.4259203 0.6404557
## [65,] 0.4512653 0.9692008 1.4872884 0.5430287 0.6927021 2.0468307 0.8589148 0.8194781
## [66,] 0.7035009 0.3382029 0.5408281 2.5415391 0.6946414 0.7020190 0.2893946 0.1164195
## [67,] 0.9105739 1.3014087 0.9050160 0.7555715 0.5817474 0.4768779 0.8669003 1.3125208
## [68,] 1.6781725 2.0180299 0.6943464 0.4045044 0.4162890 0.4649025 3.7008192 0.4396807
## [69,] 1.0516911 1.4202983 1.4773268 1.4163412 1.2139219 1.3065374 0.8834342 0.7632647
## [70,] 1.1294509 1.3193843 1.5569172 1.5425081 3.4458913 1.3620510 0.5567666 0.2971618
## [71,] 1.6336344 1.0458897 0.3073449 0.5909780 0.7888291 1.3585157 2.0599622 0.6490501
## [72,] 1.8364467 3.0387684 1.0200231 0.8778296 0.5201936 0.3189031 0.4647420 0.3679624
## [73,] 2.0084356 1.0762091 0.4830214 0.2934642 1.0515191 1.6350785 0.6297939 1.4542287
## [74,] 0.5910632 1.4399945 1.7778585 1.0202656 0.5070442 0.4491044 0.5807795 2.3812736
## [75,] 1.3831316 0.4603606 1.1386757 1.9278392 2.0065070 0.6270542 0.8201302 0.4446474
## [76,] 0.8134573 0.7507232 0.5705267 0.2799773 0.2839395 0.4533024 0.8148600 1.3969428
## [77,] 0.5163168 0.6954356 0.4612248 0.3871592 1.2284606 0.3963975 2.1313783 0.7262762
## [78,] 0.9513577 0.6093296 0.6015086 0.4780303 2.1491947 0.4018559 0.3713129 1.9045568
## [79,] 2.4700735 1.7087805 0.8569572 0.8045465 1.1682162 0.3089312 0.5561710 1.7263867
## [80,] 1.0602680 0.8981785 1.0036824 1.1945258 1.3216281 3.0644029 0.7779355 1.4384942
## [81,] 0.3096259 0.6623662 1.6731680 2.0493922 2.0550553 0.5605819 0.6356567 1.5949673
## [82,] 0.5588971 0.4663660 1.4974687 0.8697478 2.7974620 1.5151141 1.5464564 0.8707475
## [83,] 0.8330944 0.4001219 0.2792438 0.2413152 0.4579814 1.2913965 1.4372696 0.4806714
## [84,] 0.7404781 1.4019308 0.7622771 0.8000296 0.6186128 1.0894178 1.1282908 0.6323436
## [85,] 0.5252259 0.5658002 0.6334717 0.5088604 0.7270775 1.2125156 1.0249251 1.3241996
## [86,] 0.8086151 1.4346860 0.9355290 1.1313390 0.9956356 1.1820121 0.4682653 0.5245655
## [87,] 2.2542120 0.5516711 1.3142202 0.6590493 0.9593967 0.4713717 1.1095806 0.8835976
## [88,] 1.7840809 0.3532289 0.4108742 0.3918821 1.7837126 1.9331669 0.3904905 1.6156360
## [89,] 0.9446014 1.3415042 0.9446932 0.4012784 0.3644608 1.0146082 0.8655739 1.4313072
## [90,] 1.7579633 2.3599269 0.5137894 1.4739735 0.4524466 1.3220912 1.0207202 1.4706012
## [91,] 0.6395667 0.6381096 1.1602602 0.4120775 1.0273552 0.5316659 1.7068580 0.7646354
## [92,] 0.7202898 0.3541497 1.7296685 0.5935519 0.6722675 0.9156514 3.0695282 0.6149559
## [93,] 0.4320423 0.7114147 0.4021823 1.1499238 1.6000049 0.6703961 0.8514819 0.3187293
## [94,] 0.4020426 1.4597753 1.3875337 1.0645610 1.4277452 1.9674288 0.2844307 0.5972047
## [95,] 1.0508521 0.4833392 0.5811336 1.8798310 0.7819142 1.4130525 0.5662708 0.5294266
## [96,] 1.4011286 1.4562169 0.2603849 1.0099925 0.8768286 1.1821224 0.2951704 1.0349003
## [97,] 0.8710442 0.6632201 0.8827982 1.7275560 0.4729214 0.4655674 1.3700196 2.1933025
## [98,] 1.5846431 0.9183730 1.5460207 3.4585516 1.3967431 0.8253204 0.6054269 1.7792785
## [99,] 1.4616056 0.4392420 0.4905930 0.5951683 0.5593535 0.2708797 2.7324868 0.9824612
## [100,] 1.2056116 0.9576842 0.5353144 0.4847386 1.2695979 1.2155757 0.7257357 0.5091934
## [101,] 0.6828999 0.7496955 1.1525455 1.1426082 1.8461416 1.1818539 0.3310471 0.9002641
## [102,] 0.8077469 0.3770681 1.5045531 1.0395650 0.4685128 0.5889726 0.3585749 0.5243793
## [103,] 1.1759875 0.6183246 2.1103750 0.6976237 0.9349106 0.4790124 1.9507283 0.8644567
## [104,] 0.9482772 1.0702062 0.2855511 1.1160174 0.6279199 0.5687961 0.6290631 0.3323767
## [105,] 2.1486319 0.2126126 1.2997293 0.2715568 2.7647433 0.7606918 1.9090733 0.4542770
## [106,] 1.6370390 0.2465245 0.6841017 1.9029327 0.4929224 3.5363481 0.4100836 1.2289635
## [107,] 1.6392019 0.6688923 0.5847390 2.4281321 1.0409788 0.7988847 0.6227956 0.3964855
## [108,] 1.1539166 0.5171271 0.6164768 1.0065142 0.6555487 0.3851543 0.4934720 1.2308343
## [109,] 0.5096362 0.9005843 1.0609462 1.5927489 0.4848437 2.8301091 0.4651156 0.6022287
## [110,] 0.7180779 0.3817833 0.7981037 1.2098656 0.4528396 0.5240509 0.4253732 2.0148323
## [111,] 0.4186102 1.1763910 1.5809527 0.3071451 0.9082339 0.8183752 0.9197806 0.3643025
## [112,] 0.3204370 0.5646807 0.7140734 0.5177250 0.7979835 0.5390972 0.5304292 0.4792603
## [113,] 0.5323607 2.1087482 2.1272446 2.9122847 0.3326233 0.5038796 1.0950927 0.5415565
## [114,] 1.0281384 1.0164247 2.0014853 1.3321465 1.2832417 1.1371096 0.4397688 0.7315020
## [115,] 0.2206858 1.0573663 2.3301666 0.6005202 1.0930581 0.6830259 1.5041778 0.6694607
## [116,] 0.6076701 1.0189086 0.6038127 1.2779366 0.9859982 1.1412751 1.2344822 1.2441699
## [117,] 0.8682070 2.9789989 0.2420143 0.8685189 0.8260936 2.2663756 0.5065127 0.6815916
## [118,] 0.4691457 0.4703264 0.4789552 0.9725486 0.4311904 0.3575507 1.6854996 1.7534450
## [119,] 0.6148206 0.5986315 1.1001857 0.4953149 0.7095220 1.3183329 1.4028809 0.5905047
## [120,] 0.2014324 0.3839000 1.5555676 1.0039747 1.8785239 0.6704988 0.5749897 0.8458430
## [121,] 0.4285949 0.4057645 0.6026572 0.4298794 1.4092016 0.4828466 0.4765971 0.9273813
## [122,] 0.9340321 1.2059451 0.3433669 0.3492404 0.9681298 2.0319593 0.2604083 0.5726790
## [123,] 0.3430613 1.2960489 2.2216877 0.4033320 0.7283858 1.0871784 0.4094327 0.3864830
## [124,] 0.3419179 0.7697300 0.8240737 0.8146122 1.5327966 2.8410346 0.5840874 0.8089113
## [125,] 0.4364536 1.6187654 1.7430408 0.7725400 0.6099473 0.9104281 0.7574643 0.6417450
## [126,] 0.3052648 0.3003304 0.7353330 0.6681436 3.1425228 0.7362281 0.7952111 1.9482384
## [127,] 0.6150113 0.5330318 1.4868596 0.7508960 0.8258503 0.8256128 0.5636498 0.3866308
## [128,] 0.5870003 0.6358899 0.3519808 1.9619677 0.8159378 0.5296361 1.3206503 0.7939850
## [129,] 0.7364393 1.0060486 0.8527560 0.4357512 0.7901491 0.6313465 1.9632493 1.5427349
## [130,] 0.8870809 1.3494080 0.5756992 1.7528605 0.6099983 0.3677979 0.4585584 0.7642384
## [131,] 0.8256787 1.1195489 0.9063713 1.2848532 0.6544248 1.0798729 0.8898818 1.4251188
## [132,] 1.3199782 1.9222318 0.5136392 0.6138806 0.4216030 1.0292862 0.2709850 0.2639127
## [133,] 0.3683805 0.8925633 0.6976343 0.4197896 0.5505402 1.5637539 0.5918145 0.8257329
## [134,] 0.7950740 0.6816142 0.9478923 0.8219586 0.3668904 2.1135479 0.9367689 1.7138929
## [135,] 1.8605105 0.7788265 0.9878799 0.7067025 0.9926809 1.1631836 0.5933403 0.7317079
## [136,] 0.2753036 0.5159016 0.3659114 2.0132771 3.1909087 0.7251002 0.9744164 0.6149020
## [137,] 0.7848817 1.5323878 0.2927120 0.8504721 1.7771021 0.9122034 1.2589475 0.6417598
## [138,] 0.4468721 1.3138725 0.5481503 0.7155774 0.8119823 1.0576286 0.6605649 0.7681530
## [139,] 0.6501079 2.2751530 0.3180415 0.8952093 0.6300532 2.4272938 0.6930025 0.4952775
## [140,] 0.5979806 0.3489245 0.7059637 1.1371065 0.4305520 1.7648814 0.4613507 0.4877990
## [141,] 0.8665578 2.5111604 0.8067945 1.3791231 0.9386466 2.3111299 2.3111640 0.5695689
## [142,] 0.3580782 0.8238991 0.4996243 2.0086951 1.1413569 1.1810990 1.8011235 0.5552938
## [143,] 1.2930686 0.6176628 0.7063707 0.3710779 1.9638325 0.4241929 0.8746136 1.1624889
## [144,] 2.9031520 1.1188192 0.7202600 0.6610876 0.3958561 2.1511010 1.6217870 0.4783892
## [145,] 0.9204232 0.8614629 0.2574655 0.8362442 0.6001644 4.1039454 0.9062330 0.6032252
## [146,] 0.3017910 0.5523894 1.0682216 0.4063517 1.2347139 0.7124548 1.2737189 2.7381384
## [147,] 0.7398807 0.8988123 1.0130455 1.4111723 0.4728411 1.5559421 1.9756049 1.5813048
## [148,] 0.5510450 1.2541228 0.9038949 0.5151598 0.7477422 0.3598405 0.4552133 1.5453701
## [149,] 0.1987015 1.8582341 1.0246772 0.8029086 0.3996407 0.7619281 1.5897667 1.1129364
## [150,] 0.7323124 0.5642610 0.9883538 1.2333403 0.2110863 0.6814008 0.8724258 2.2424408
## [151,] 0.3695563 2.6913239 2.1554342 0.4786675 0.6920715 0.6917373 0.9655660 0.4131077
## [152,] 0.3914504 1.4121972 0.2911929 0.3964652 0.2819227 0.7088128 0.3143820 2.0476450
## [153,] 1.0360734 0.5705675 0.3581335 1.5749567 0.2745571 1.1225950 0.5448162 0.6172684
## [154,] 1.4135467 2.3089332 0.3887480 0.3495904 1.4271155 0.8149492 0.4349748 0.8855971
## [155,] 0.3844951 0.3623053 0.2925974 1.6560814 0.4946706 0.4505323 0.4260878 0.8104368
## [156,] 0.5360257 0.5549149 0.9256016 1.1867166 0.6470567 1.1464614 1.6093567 0.6295006
## [157,] 0.5259493 0.6949148 2.0082332 0.4778245 0.6680495 0.8989623 0.4120619 0.4567546
## [158,] 0.6167683 1.3149484 1.7730438 1.4669479 0.3271867 0.2262961 0.5599318 1.1374846
## [159,] 0.6843659 0.4879765 0.3022150 1.0420294 0.6072925 0.6770728 0.2651824 1.5004558
## [160,] 0.8246073 0.2911189 1.2784623 0.6098313 0.4136232 0.3068052 0.8881540 0.5717133
## [161,] 2.0042298 0.4914491 0.3320974 1.9901126 0.8975056 0.9084225 1.2800578 1.1075473
## [162,] 1.3974948 3.9117003 1.0998443 1.4306273 0.9682346 0.3414773 0.4364808 0.5136855
## [163,] 1.1835484 0.8827774 0.8187711 0.4318266 0.4354356 1.6002812 0.7313525 0.5422783
## [164,] 0.4691563 0.3639110 0.4197147 0.3116283 0.5321882 0.9306108 0.5123008 1.0025308
## [165,] 2.0518396 0.4918479 0.8405986 1.2609243 4.7311406 1.1916295 0.3786910 0.8554423
## [166,] 0.5584895 2.5436760 0.5303663 0.4531951 0.3310676 0.3609753 0.4362280 2.2981359
## [167,] 1.0486627 0.5081556 0.3290813 3.1260554 0.3338547 0.9897110 2.1818345 0.4842379
## [168,] 1.1646333 1.1858078 0.3435163 0.3709217 1.0797140 0.7988637 1.1256899 2.1801658
## [169,] 0.8326316 0.3758382 0.7245728 1.0617508 0.5576247 0.3082291 0.2978527 1.0075126
## [170,] 1.0272132 0.4191956 0.5411157 0.6493568 1.1393366 0.6067078 0.6135942 0.6449903
## [171,] 2.0024813 1.3759532 0.3951654 2.1852128 1.6667219 1.3147106 0.2773125 0.6043983
## [172,] 0.4957009 0.4180473 1.8397671 1.1717324 1.6774979 0.6477019 0.4908498 2.0881937
## [173,] 0.6623111 0.4471050 0.3949007 1.3184478 4.1798570 1.0685629 2.8053509 0.4342230
## [174,] 0.5441759 0.8564271 0.3239893 0.9684840 2.8447227 0.6413513 1.5945845 1.7368869
## [175,] 1.4817866 0.5880576 0.3798364 0.4591774 0.7261236 3.1481732 0.3607894 0.5020769
## [176,] 1.9081292 0.6731733 0.4395810 1.1842878 2.6398651 1.0887702 1.9214639 0.9078593
## [177,] 0.4550247 0.4548203 0.6342349 0.7967994 0.5700471 1.4209769 1.1913359 2.0897567
## [178,] 0.4936712 1.0722309 4.5834403 0.8250649 1.2245488 0.7430455 0.4058505 0.5678808
## [179,] 1.1034608 1.6387513 0.6312760 0.5714053 1.9874251 0.3582521 0.4838956 0.7961770
## [180,] 0.6750060 0.2797645 1.6408270 0.6070560 2.3616589 0.8963441 1.2887375 0.6170081
## [181,] 2.3230139 1.0253242 1.0406421 0.5878177 0.5897399 0.6505621 0.3481869 0.7788125
## [182,] 0.6094919 0.6843687 0.6888579 0.4864602 1.2084598 0.4848549 3.3572628 0.5262711
## [183,] 0.4506720 0.9052439 0.5318059 1.5026423 0.8604172 1.3506940 0.7437443 0.3400760
## [184,] 0.5059015 0.9578855 0.5561840 0.8349333 0.6023485 0.9503372 0.6354586 0.9597201
## [185,] 1.0106732 0.4430001 2.0115255 0.3160770 0.6670941 0.4460657 1.7345563 1.0226268
## [186,] 1.0124508 0.9067980 0.5095476 0.6373591 0.5649979 0.5821740 1.4271747 1.1047681
## [187,] 0.7959757 0.5760891 0.5060944 0.9920795 0.4114639 1.0176418 0.9579223 0.6701723
## [188,] 0.3903019 0.4948270 0.5524950 1.7727150 1.1138734 0.4936709 0.4307524 0.3931617
## [189,] 1.1705722 0.9290757 1.0330916 0.3223885 0.9012835 1.3499298 0.3378275 0.6691651
## [190,] 0.6133732 0.9410714 0.4754727 1.2448384 0.3660131 0.7303514 1.5150789 0.4208760
## [191,] 1.0665441 1.3299805 1.1244313 0.9811984 0.4758222 1.8643833 0.6912815 0.6553900
## [192,] 1.2496384 0.8092772 0.3219906 0.5190231 1.1647214 2.4387665 1.5352288 0.7986529
## [193,] 0.4268443 0.9892048 1.1187929 1.6777800 1.5481801 3.2214331 1.3540558 0.9607804
## [194,] 0.6758986 2.2655508 0.3461488 0.4900799 1.6373465 0.9696439 0.2664262 1.0899092
## [195,] 1.3224060 0.3941745 1.0963364 0.6175606 0.7439627 2.1449531 0.2556620 0.2406547
## [196,] 0.6200982 1.5388167 0.4406926 0.9129333 1.4041954 1.1308499 0.2801635 1.6815259
## [197,] 1.5839387 0.4259501 0.6069583 0.8650412 1.1859307 0.7770460 0.6261073 0.8185009
## [198,] 0.7040975 0.8667068 0.6060666 2.4478531 0.5896858 1.0112121 2.0533786 2.5812848
## [199,] 0.4596325 1.7219851 0.3358913 0.3165770 0.9258818 0.6790280 0.8838685 1.4685577
## [200,] 1.1312900 1.7523122 1.1178260 0.8226450 2.0097370 0.5908323 0.3389594 1.2856482
## [201,] 1.8530181 0.7692299 1.0948277 0.2775798 0.3127584 0.5984869 0.2466924 0.7928495
## [202,] 0.9430586 2.0014960 0.4086291 0.4678487 0.3841344 0.9134062 0.4143554 1.7945463
## [203,] 0.6333898 0.6320819 1.8049886 0.6344172 0.8289799 1.5987047 0.4766019 1.5409864
## [204,] 0.7080362 0.3706482 0.5624364 0.8230599 2.1035413 0.5865754 0.5498902 0.5574358
## [205,] 0.5398898 0.3501859 4.3695203 0.4561705 0.8486826 1.9930929 2.0462097 1.1813228
## [206,] 1.4898386 0.9547127 0.7755834 1.1203885 0.6704231 3.7985273 1.8026083 0.6752277
## [207,] 0.5441672 0.4721410 2.8004991 1.3121767 0.6467486 1.2872109 3.0162604 0.9840482
## [208,] 1.2012893 0.7163639 0.8066049 1.1548380 0.9330495 0.9366109 0.6179403 0.8786501
## [209,] 0.4675067 0.7596542 0.5342360 1.2131630 1.1641738 1.0284305 2.5870815 0.3596123
## [210,] 0.8685891 0.7821615 0.5161603 1.8177103 0.6705119 1.1718464 3.0927180 1.1614370
## [211,] 0.7653203 0.8813236 0.9742856 1.2101223 0.2855827 1.6378215 0.2701181 0.4306065
## [212,] 1.0407698 0.5454959 0.6251714 0.5613388 2.4481330 0.6494756 1.9297702 0.5583848
## [213,] 0.5731453 0.7948885 1.9273796 1.5006932 0.5830805 1.1516643 1.3466680 0.5041274
## [214,] 1.0706814 0.7742404 0.9359334 0.3419517 0.4858964 1.4957206 0.8960659 2.6414910
## [215,] 2.9570509 0.5322305 1.2195281 0.4831834 1.9367420 0.3401862 0.7321836 1.4277992
## [216,] 0.4446829 0.7332557 0.8644308 0.3268116 1.1708224 0.7336002 0.7095962 0.4910646
## [217,] 1.1064730 0.7589526 0.7080267 0.3764888 0.5917233 0.9381322 0.7272042 3.0924244
## [218,] 0.6722897 1.4892638 0.5158177 0.8240626 1.7897621 0.7931377 0.3808853 1.4893743
## [219,] 0.5592206 0.3196361 0.9972428 4.5824424 0.8273864 0.3113686 1.2799915 0.7437687
## [220,] 0.9480051 0.5222673 1.1282540 1.0496742 0.5497637 0.9203762 1.3584973 0.7719365
## [221,] 0.9178645 1.0156781 0.2813080 0.4794978 0.9824731 2.1345467 0.4822998 1.3926496
## [222,] 0.6991866 2.1698441 0.3865577 0.5913957 0.7183846 0.3078731 0.3294270 0.6397391
## [223,] 0.4367409 0.7116491 0.4267353 2.5601993 0.3119431 0.4720797 3.9144266 1.9258531
## [224,] 1.2156675 0.5998953 1.2446791 0.7274262 1.4122207 1.7933491 2.2666674 0.5385235
## [225,] 0.4305611 0.4928018 0.6018037 0.8473049 0.6077272 0.5957042 0.8770562 0.4841112
## [226,] 0.4699481 1.0931571 0.7677962 1.1993874 0.4765056 1.9088556 0.7730374 0.4330473
## [227,] 1.0320630 1.2620053 0.9312031 0.3117323 2.9181237 1.3366953 0.6346463 1.4197659
## [228,] 0.8525646 0.7769453 1.8286673 1.2968621 0.4238613 0.4089878 0.5052906 1.3050147
## [229,] 0.3127798 0.8987762 0.7091738 1.1314745 0.9580860 2.2065932 2.3555571 0.6377048
## [230,] 0.6140999 0.8249920 0.3961663 0.3708789 1.5663824 2.8113006 1.0452594 0.3855286
## [231,] 0.5873188 0.5933925 0.5688718 0.3572237 1.1511725 1.8966217 0.5665364 0.9778948
## [232,] 1.2836064 0.3125742 0.6376806 2.2906008 1.2041344 0.3733753 0.3430910 0.5461636
## [233,] 1.5233664 0.7663040 1.9480282 3.8756347 0.3853362 0.6076012 3.0297485 0.8640775
## [234,] 1.6844334 0.9091120 0.9776280 1.0477758 0.3807678 0.4882938 0.7676365 0.6408749
## [235,] 0.5096432 0.7158466 1.6235598 0.5893099 0.6455320 1.7276094 0.4150414 0.9606187
## [236,] 0.6233917 0.4223594 0.6306335 0.8212532 0.4905422 1.4818552 1.3359773 0.6620552
## [237,] 1.7977671 0.4302314 0.6661035 0.4092755 0.5114172 0.2367220 1.2894669 0.6438922
## [238,] 0.6079942 0.6279657 0.9213772 1.0858637 3.0022630 2.7515546 0.4661963 0.6734666
## [239,] 0.4225519 0.4536612 1.1545380 0.5550631 1.5992323 1.9699743 0.6332320 1.2418057
## [240,] 0.6493526 0.3680044 3.5530936 0.4547201 3.3860495 2.1444006 0.9534157 1.9793998
## [241,] 0.6370621 0.4371905 0.8965105 0.5265435 0.5702339 0.2442355 2.6573930 1.3224371
## [242,] 1.8371491 0.3505849 1.8953805 0.7914876 0.3601196 0.4883462 0.4550496 3.3732074
## [243,] 0.2521824 1.0035193 0.6367520 0.4415659 1.3425656 1.0046151 1.2354671 0.9778375
## [244,] 0.5045070 1.0570004 1.0550505 0.4662074 0.7646481 1.0366608 0.3930409 0.6559319
## [245,] 1.9142502 1.6842509 1.6438079 1.0805626 0.4649503 0.4885660 0.7168969 1.1484548
## [246,] 1.0816223 1.1632918 0.5282253 0.7226845 1.2739729 0.5402774 0.4690261 1.0440407
## [247,] 1.0923166 0.4752978 0.4050589 0.2799403 0.7811127 0.3971157 4.0627286 0.8515606
## [248,] 0.5438587 2.0921728 1.0345431 2.3589764 1.0866410 0.4666991 0.2868749 0.7908294
## [249,] 0.5839373 0.5487700 4.0659734 0.6444335 0.8741211 1.9693173 1.6468334 0.7308125
## [250,] 0.5942659 1.0520776 0.4455872 1.6417698 0.8424417 0.7166589 0.5529041 1.3818882
## [251,] 0.7895380 1.1985206 1.0544571 0.3949154 1.6830485 2.4576508 1.1161304 0.9943684
## [252,] 0.3056093 0.5622992 0.6344056 0.5610592 0.5035988 0.2808087 1.0408726 0.6951827
## [253,] 0.8733518 0.7322477 0.9652665 0.9727263 0.7379581 4.7830808 0.3229699 2.1655391
## [254,] 1.9273782 0.9932878 0.9229093 1.1597200 0.8794747 0.6309112 0.6251139 2.0091994
## [255,] 0.5257033 0.3723985 0.7050122 0.5144661 1.6035862 0.9976015 0.9161883 1.3018555
## [256,] 1.1270060 1.1785434 1.3848801 0.8266816 0.7870320 0.3437157 0.5230927 0.7007941
## [257,] 2.6114082 0.9979115 1.8019607 0.8414881 0.3527357 0.4206897 0.8789557 0.6338945
## [258,] 0.2400342 0.7542431 0.4470431 0.7780698 1.0734840 1.8477940 0.9415113 1.3055258
## [259,] 1.6234070 0.7993501 0.6942593 0.2966336 0.4587864 0.8495961 0.5111150 0.7847227
## [260,] 0.3222929 2.0191700 0.6393346 0.7178228 0.9782597 0.2981382 1.7298612 0.8583189
## [261,] 0.8865414 1.1146123 0.7103234 1.7821486 1.0179975 0.9058880 0.5884570 2.4534420
## [262,] 0.4243082 0.9273010 0.7299115 0.4862205 2.2590459 1.0324549 0.9465396 1.0860555
## [263,] 0.8082367 1.0372089 1.0241545 0.4792216 0.4678772 0.5777401 2.1659429 0.5077585
## [264,] 0.4754965 0.9537269 0.7809516 1.7272526 3.7626281 1.2818415 1.2736282 2.0583065
## [265,] 0.7402600 0.3161113 0.6246852 1.7647088 0.4528613 0.5912949 1.1933207 0.5975577
## [266,] 0.7720885 0.6040916 0.4302386 4.0097218 1.1667320 0.5784651 0.7507872 2.0280145
## [267,] 0.8414823 0.7144636 0.3775204 1.5398805 1.7744366 0.7437983 1.3165834 0.3417589
## [268,] 0.6643797 1.3620641 1.5268835 2.7966993 2.0728171 0.6098172 1.1770501 0.2475645
## [269,] 2.1374578 0.9059381 1.2216098 1.1879621 0.3459164 0.7338783 0.9366092 0.2229043
## [270,] 0.2587713 0.7125487 0.8769107 1.1139497 0.3780835 0.4252179 0.3150285 0.8339521
## [271,] 1.2124831 0.5368833 0.6850197 0.7743301 0.6255880 0.4875679 1.6061951 0.8707171
## [272,] 0.4836677 1.1491053 0.2846674 0.8854920 1.5349957 0.7262522 0.6601931 1.5108824
## [273,] 2.1720430 0.8371923 1.7678369 1.8342390 0.4730410 1.1112317 0.7249191 0.9431761
## [274,] 1.1302847 2.5602834 0.1876609 0.7828725 0.2234668 0.7153167 2.3071175 0.6121746
## [275,] 0.7555019 1.6960927 0.3889396 1.2326746 0.6823641 1.0081128 1.0329599 0.4747453
## [276,] 0.8998019 0.7464756 1.4713028 0.2584896 0.4151158 1.4065748 0.5431029 0.4148385
## [277,] 2.0091102 0.9730276 0.8435863 2.6789926 0.4470378 0.4535132 0.7847427 0.4579977
## [278,] 0.6489865 0.9050095 0.8680164 0.5302225 0.5756531 0.5763797 0.3984463 0.8747318
## [279,] 0.7930797 0.5670048 0.5406950 0.8413986 0.4756068 1.5201498 0.6227853 1.4388081
## [280,] 0.6288716 0.7604285 1.0676616 0.4147760 1.1535702 0.4375370 1.1550507 0.2579902
## [281,] 0.6373713 1.4031574 2.9280515 2.0649725 0.4275036 0.6257998 0.4683094 3.0377110
## [282,] 1.0027804 1.8437156 0.6560733 0.3050724 0.5664893 0.4110372 0.7097101 0.6727687
## [283,] 0.5640387 0.6317288 0.3222370 0.4172464 2.2905154 0.5620605 0.9748417 1.1190588
## [284,] 1.1371495 2.7019961 0.7174064 1.1377904 2.0354023 1.6301029 1.3738470 1.7911535
## [285,] 1.4056474 1.6651444 0.5859040 0.4997373 1.2196356 0.4692526 0.7480922 0.5058217
## [286,] 1.9285705 0.5606827 0.6202488 0.4377556 0.7336758 0.7103873 0.9695222 0.4313426
## [287,] 0.4710571 0.5270521 1.2965642 0.5362311 0.9473966 1.9129755 0.6367553 1.1259455
## [288,] 0.8453928 1.6946230 0.4711837 0.5220744 0.6235201 0.5071149 0.6093642 1.4870364
## [289,] 0.7052809 0.3904970 1.1791349 0.4762855 1.4364494 0.7492796 0.9181508 0.9097114
## [290,] 0.7022407 3.0380280 1.4670148 0.8107936 0.7276438 0.8801012 1.1819455 0.7931490
## [291,] 2.0484363 0.6310167 1.2173651 1.1938418 0.9253682 0.3343716 0.4822717 0.9059719
## [292,] 0.8380395 0.6432109 0.5194842 0.4392643 1.5091047 1.7173780 0.5765609 0.3553706
## [293,] 0.6116107 0.4411134 1.3020136 0.7844542 3.5911700 0.3318543 2.0919555 1.1006651
## [294,] 0.4234842 1.6655736 0.4439694 0.8159741 0.5576685 1.0367646 0.7047508 0.9154343
## [295,] 0.3869104 2.4746560 2.6660350 0.5966816 0.2735425 0.5813763 1.1255268 1.4026380
## [296,] 1.2023937 0.3829349 1.2496018 0.8784793 1.6148632 2.9578342 1.0343464 0.7904068
## [297,] 0.8789600 4.4212259 1.7203723 0.8328466 0.8755548 0.3689321 1.2461349 2.0503853
## [298,] 1.4908686 0.5621082 2.6821702 0.2896366 0.4736495 0.3464480 1.7458675 1.1864618
## [299,] 0.3660077 0.3852946 0.4530100 2.9590557 0.3747399 0.2510207 0.8056024 2.2420883
## [300,] 1.7800998 0.2865364 1.5953700 2.2116183 0.6965775 0.3465023 0.8373513 1.5377730
## [301,] 0.9686904 1.3429570 0.4173535 0.3349380 2.1362445 0.9363472 1.2160442 0.4861793
## [302,] 0.9500148 0.6334333 0.9879713 1.3618157 1.1080713 0.7119453 1.0887276 1.7450896
## [303,] 0.9552283 1.4816026 0.4620119 0.4400882 0.3221470 0.3438746 0.8067845 0.7265903
## [304,] 0.4989512 0.9989801 1.0767379 4.0114547 0.8400766 0.2838395 1.5455624 1.6074806
## [305,] 0.6700410 0.3293537 0.3183203 1.5013716 1.5766446 0.9131741 1.0275746 2.0685153
## [306,] 0.5383918 1.3374764 0.5796168 0.6718708 0.5906706 1.0757164 1.0909037 0.6672086
## [307,] 0.4273592 0.7453315 0.5680574 1.5506069 0.2468776 1.4675850 0.5086862 0.7500229
## [308,] 0.2807003 0.8317095 0.5432806 0.7491020 0.2899624 1.3432345 0.4574425 0.2730430
## [309,] 1.0643581 1.2515950 1.3713170 0.9323836 0.9830099 0.7149291 0.5266226 0.8658501
## [310,] 0.4657690 0.4773288 1.9215043 0.4144780 1.1724692 1.8202398 2.4315624 0.6787104
## [311,] 2.5510937 0.9432712 0.5216419 3.7511118 0.4561606 0.7063399 0.6998469 0.6834380
## [312,] 0.7391405 0.3832247 0.7019085 0.7527057 1.0951224 0.4927864 0.4231988 2.0754549
## [313,] 0.5904660 0.8454324 0.3124716 2.2915305 1.7028935 0.2995018 1.4525965 0.7947989
## [314,] 0.7361865 0.7210974 2.0782422 0.6072954 1.0361904 0.4914131 0.4442372 0.5772607
## [315,] 0.6520987 1.2857422 2.9835425 0.4413475 0.8054200 0.5995452 1.6758845 1.1932361
## [316,] 0.4246082 0.4779256 0.4385957 0.6292914 0.4136594 0.5678241 0.7241904 0.4845881
## [317,] 0.3942160 0.9164998 0.5312411 0.3875373 1.2656599 0.4759466 0.9043163 0.5150330
## [318,] 0.8499891 1.1566560 0.8091974 0.6434478 0.6606501 0.4725800 0.7655595 2.0338103
## [319,] 3.5005305 1.0643447 2.9850112 1.1416866 0.3337348 3.1782415 0.4496962 0.3326165
## [320,] 0.4014307 0.7771681 0.4933114 0.7186427 0.3840551 0.6823338 0.6175232 0.8773468
## [321,] 0.4848758 0.4474215 0.3793646 0.4721597 1.3444617 0.5116062 4.6619931 0.6411713
## [322,] 1.2493272 0.5616474 2.3271438 1.4188202 0.5433566 0.2766639 1.3998716 0.3615797
## [323,] 1.8448147 0.7023687 1.4547743 3.2489540 0.5717508 0.6853480 0.6162015 1.5345587
## [324,] 1.9794993 1.0468099 0.4722132 0.8214914 1.4726296 1.4677773 1.7749790 0.3628392
## [325,] 1.3232431 0.4344120 1.0780254 0.8479037 0.3607015 0.4380534 0.6189959 1.6322257
## [326,] 0.9580116 0.4823968 1.3514458 0.4393814 1.1226011 0.3763333 0.4828064 0.7680387
## [327,] 0.4718973 1.0182841 0.5275255 0.3695801 1.1545776 1.2866835 0.8076686 0.3445431
## [328,] 0.2952701 0.5203661 2.3808841 1.4366207 0.4349122 0.6652901 1.5844362 1.0791518
## [329,] 1.5696101 1.5528946 0.7212790 0.3353210 0.7835737 1.4850661 1.2372582 1.3468404
## [330,] 1.7415515 0.9290044 0.8902642 0.5537664 0.3480646 0.5751402 0.3815967 0.6499576
## [331,] 0.4969051 0.4528553 0.4596302 0.3637850 0.6918913 1.0726545 3.8811231 0.4425928
## [332,] 2.0539284 0.9046350 0.9647660 0.7167706 0.6584291 0.4513407 2.4799152 2.5506730
## [333,] 1.9751960 1.7852217 0.2888612 1.6371728 1.2332011 0.8487670 1.0523524 0.8938804
## [334,] 1.0842764 0.6102177 0.5157832 1.0949309 0.5920388 0.4123230 0.4266420 0.6324455
## [335,] 0.9032815 1.3043936 1.8053923 0.4370505 1.3927946 1.1852960 1.0587747 1.8924229
## [336,] 0.9267480 0.2747501 0.6597054 1.1038879 1.1945931 1.2277198 0.9979985 0.8754323
## [337,] 1.9138021 0.4089057 0.3940353 0.7547969 0.7495909 1.8010930 2.0724879 1.1632634
## [338,] 1.5285666 1.7275914 1.4232904 0.3741833 0.3162512 0.3404408 0.8594338 1.2714223
## [339,] 1.4308339 0.5737127 0.7460433 0.4369577 0.5939461 0.8904641 1.4072448 1.2059525
## [340,] 2.6401058 1.5221654 1.9362863 0.6696108 2.2335885 0.3911657 1.3472366 0.2410314
## [341,] 0.6988684 0.6666444 1.6396912 1.1017881 1.3798870 1.0257021 1.2798642 0.4011365
## [342,] 0.8273122 0.4198974 0.8025091 0.3494395 0.5677007 0.7614674 1.1879199 0.7706884
## [343,] 0.3539127 1.8269149 0.8291690 1.3743468 0.3683400 1.2352977 1.4850536 0.4444650
## [344,] 0.9840902 0.5442560 0.2979101 0.5968892 0.6288631 0.8427385 0.5745186 1.4727587
## [345,] 2.1929244 0.5579216 0.7362889 0.5275312 0.3297514 0.3917356 0.5177465 0.8823255
## [346,] 1.7928544 0.3228016 1.5860082 0.5645786 0.6794094 2.4232782 0.5037449 0.8969571
## [347,] 1.7811170 0.8297571 0.3140833 1.9118088 0.2453904 0.9590221 1.0744194 0.9653495
## [348,] 0.5796128 0.5382388 1.2538209 0.6221225 0.8291276 3.0901267 0.8296596 0.9935892
## [349,] 0.9247424 1.4420233 1.0514403 1.9469664 0.7880704 0.7029981 1.2260890 1.0547656
## [350,] 0.8638195 1.4249473 0.8042337 1.3294102 0.3270481 3.3914800 0.9465043 2.1462890
## [351,] 0.3997893 0.5165151 1.1886708 0.8814555 0.7250321 0.5437637 1.6642494 1.4720644
## [352,] 0.9428172 2.4209489 0.5616181 1.2652321 0.6995058 0.3922032 0.5840574 0.8898679
## [353,] 1.4461524 1.5624265 0.5271441 0.5006014 0.7369023 0.5333077 1.2945839 0.7544306
## [354,] 1.6619223 1.4384308 3.3678150 0.4091860 0.6100562 0.3652693 0.5625057 1.9202973
## [355,] 0.4175293 0.5113463 1.0138089 1.1916513 0.7696123 0.5499489 0.4919249 0.5056519
## [356,] 0.8382044 0.3877644 1.0631480 0.3646640 0.4323016 2.7404956 0.7068565 1.2159678
## [357,] 0.4782217 1.8585278 1.7153706 0.7741987 2.4572430 1.0399528 0.7204834 1.9655238
## [358,] 2.3248683 0.4679170 0.3930820 0.4147635 0.2948136 1.5042133 0.7236856 3.4109308
## [359,] 4.8154115 0.7168962 0.7798674 0.7432073 1.3767094 0.6746076 0.6664089 0.5294233
## [360,] 0.6523243 1.1727901 1.2568071 0.6818159 0.8705862 1.7221720 0.5373172 3.5534012
## [361,] 0.7031063 1.4167073 0.4820514 0.7502271 0.8509910 0.2225205 1.4591052 0.3035611
## [362,] 0.2341209 1.3930467 0.3697673 0.5599779 0.8759947 1.8926250 0.9207811 1.0551143
## [363,] 1.0729720 1.2301714 0.9399376 1.5955752 0.5477674 1.4235609 2.5020632 1.2887119
## [364,] 1.2463450 0.5325724 0.5210354 0.3853187 3.2425670 1.0069143 0.6213961 0.7596791
## [365,] 1.0176125 1.2538858 0.4566250 0.7569651 1.0283355 0.8197221 0.6182399 1.1267930
## [366,] 0.5332882 1.1848202 0.5528451 0.5368217 1.9428443 3.6900338 1.5556089 1.9935169
## [367,] 0.4737647 0.3254074 1.8360739 1.0829588 0.5078736 0.5626058 0.7111049 0.5157638
## [368,] 0.4045944 1.1303408 0.4132026 1.1214742 1.6068994 0.3086132 1.9798412 0.8703461
## [369,] 0.8370082 0.4531648 1.5091243 0.8932467 0.5448259 0.4749919 1.1432570 0.8362981
## [370,] 0.3557474 0.5046666 1.9441882 0.6737701 3.3817201 0.6847000 1.9279444 1.8817166
## [371,] 0.7773265 0.6672189 1.3123541 1.4076639 1.4219225 0.3279476 1.3296092 2.8168570
## [372,] 1.2833740 1.0059262 1.8835005 0.9975411 1.7900480 0.5525651 0.4784616 0.6693322
## [373,] 1.1064795 0.5684658 1.3876365 0.6031494 0.8601427 0.4932673 0.5647714 0.6134918
## [374,] 0.3859874 0.6540619 0.6024488 0.5314659 0.7488213 0.6126775 0.7459124 0.6101867
## [375,] 0.8517513 0.7772669 0.6606618 0.3582994 1.6777418 0.7595430 0.4551678 1.7166730
## [376,] 2.1348427 0.5406561 0.6637041 1.2802933 0.6764344 0.3237329 2.9324772 1.1958978
## [377,] 0.7901197 0.3630773 0.4738294 0.5837594 0.5956839 1.7758604 1.1805736 0.6743404
## [378,] 1.3115281 1.3161471 0.3738766 0.8352135 0.9950285 1.1846008 0.9519066 0.8697860
## [379,] 0.4750932 0.8346991 1.8632062 1.1533505 0.4938482 2.6180006 1.9567067 0.5904816
## [380,] 0.4790516 0.2710559 0.8568060 0.2692502 0.3339589 0.7652406 0.6248295 0.6616043
## [381,] 0.8818847 0.7675244 1.1460966 1.0158603 1.6409289 0.4518992 0.9066016 3.3103532
## [382,] 0.3912915 0.6703038 1.5350610 1.4846816 2.0468895 0.9302019 1.6163029 0.4464955
## [383,] 0.6358986 0.9004559 1.0835613 0.6473281 2.1638807 0.4825400 1.3293506 1.6083626
## [384,] 0.6979846 0.5633857 0.6489741 0.6117751 0.7519002 0.6991938 0.6741012 1.3991363
## [385,] 1.7378997 0.5526465 1.4475840 0.2810395 1.0365018 0.9869376 0.7697010 0.6302403
## [386,] 0.6051970 2.9960277 1.5154249 0.7935703 2.8575029 0.9378668 2.7228084 0.8643151
## [387,] 0.8236676 1.4360988 2.3759949 1.0108074 1.2878692 1.5136855 1.9915935 1.7940346
## [388,] 0.4673692 0.8014033 0.9513080 0.3590354 1.7147858 0.8095670 1.1210844 1.2314432
## [389,] 0.6451151 1.4684791 1.6126885 0.5457418 1.2047010 0.4282608 0.7654442 0.4718997
## [390,] 0.7204713 0.4966141 0.5120280 0.4798274 0.8509823 0.8998449 0.5681210 1.4044466
## [391,] 1.3129600 1.1628049 1.8182259 1.5527154 0.3937782 0.2995307 0.7535974 0.2942909
## [392,] 0.8619362 0.7913708 1.5212544 0.8573916 0.3810514 3.9362342 1.1953177 0.4814310
## [393,] 0.5441396 1.3679666 0.2685763 1.6992216 0.4962284 0.5155791 1.8193791 0.5632455
## [394,] 1.6689721 0.3201708 1.1427508 0.6352367 1.4510631 0.6925646 0.2628089 0.4247776
## [395,] 0.3200656 0.9804912 0.4025583 1.4606320 1.3351711 2.5736313 1.0137117 0.8676268
## [396,] 0.6234580 0.7897351 0.4310631 0.4705674 1.2975369 1.2085008 0.2479933 1.0323929
## [397,] 1.6272475 1.8262441 0.6910575 0.3623688 0.4366576 0.4358828 0.2836057 0.9065069
## [398,] 0.8508626 0.5911589 1.0196348 0.4440817 0.8200402 0.6638139 2.6478837 0.3294103
## [399,] 1.6191237 3.4231893 0.7414300 0.3189925 0.6570266 0.3557962 3.8921181 0.5749610
## [400,] 1.2722403 0.6742646 0.5608790 2.5466558 0.9108973 0.8015491 0.5463349 1.2563627
## [401,] 6.5828287 0.5316436 0.5263801 1.3213565 1.6508467 0.8133741 0.4228195 0.6343328
## [402,] 0.9872095 0.5680978 0.6074756 0.7074159 1.0726620 1.0614160 2.3276837 0.3684957
## [403,] 0.6302481 0.9306773 3.2780534 1.0874270 0.4325851 0.5527727 1.4343050 0.4462233
## [404,] 2.0533485 0.5106795 0.4671099 0.7367633 0.3604027 0.5373494 0.4213600 0.8866027
## [405,] 0.5790785 0.7579337 1.5301056 0.3731818 0.6162622 0.5961974 0.2544161 0.5652597
## [406,] 0.7275926 0.4318811 0.3179806 0.3873716 1.6125041 2.5941293 0.8238477 0.8651792
## [407,] 2.0327438 0.8553541 0.3874284 0.7980326 0.3230844 1.9704453 1.5006219 1.3254763
## [408,] 0.5129180 1.2897004 0.4029575 0.4959374 0.3871233 1.8861680 0.7916560 1.8531157
## [409,] 0.6212242 1.3857811 1.3094232 0.6795773 0.4544085 0.9039284 0.7812793 0.8919313
## [410,] 1.4172922 0.4718275 1.8861260 1.3443750 0.4069317 0.5453102 4.0643861 1.4449144
## [411,] 0.5678762 0.2432919 0.4586031 0.6370760 0.2881330 0.7640726 2.2698025 0.6758236
## [412,] 1.9355538 0.3188210 0.9519590 1.7859220 0.6172303 0.5700947 0.5199124 1.6302540
## [413,] 1.2022834 0.8271876 1.2944941 0.9338846 0.4729507 0.4652125 0.3525430 1.0686784
## [414,] 0.8110086 0.5443675 0.4421875 0.5263558 1.3210406 1.5995874 0.6583319 1.0520142
## [415,] 0.5435150 1.2734682 0.8871327 0.6604053 1.2743666 1.5779396 1.0007308 1.4528802
## [416,] 0.4987448 1.3544394 0.3902703 0.4573967 0.3150892 0.8311709 0.8184288 0.6594689
## [417,] 0.3154368 0.9982372 0.9519261 0.4543939 1.3724727 0.6086400 0.5122967 0.7181582
## [418,] 0.6119677 1.2028414 2.3678823 1.4731515 0.3415297 0.8513181 1.1763679 0.5969402
## [419,] 1.1329950 1.3359628 1.0928121 0.6788908 0.7339155 2.0442029 0.6359315 0.7629697
## [420,] 1.2857300 0.3710649 1.2443935 1.1215489 0.7394749 1.7740214 1.4156622 0.3561054
## [421,] 1.1663952 0.3408098 0.4482506 0.3431926 1.2315648 0.4823116 0.7017126 1.1128283
## [422,] 0.7671355 1.3762865 0.6295481 0.5291147 1.8887243 1.1920438 1.2377089 0.7721275
## [423,] 0.7760749 1.4258778 1.0888112 1.0651100 1.1259349 0.2479579 0.5419363 1.3511294
## [424,] 0.4498662 0.9052982 1.1792069 1.2619820 0.6603520 0.5572544 0.3793658 0.7946035
## [425,] 0.4554560 1.1633506 1.4735095 1.7897984 0.6763471 1.7916408 0.6129025 0.3157808
## [426,] 1.7352014 0.7380142 1.9098082 1.1082882 1.3603305 0.3999608 1.7677991 1.1698470
## [427,] 1.1916746 0.8591011 0.8848441 0.4015163 0.3700996 0.8179706 0.8906701 0.4471881
## [428,] 0.8297315 1.7546575 1.0953117 0.4924365 0.4236795 1.6106287 0.3049869 0.3855235
## [429,] 0.3848453 0.7624865 1.3266529 0.6667838 0.6282562 1.4385877 1.4134946 0.2511569
## [430,] 0.9579018 0.3969176 3.0618498 1.1363585 0.8150917 2.2271849 0.4644515 1.0036122
## [431,] 0.6426613 0.9390478 1.3073269 0.7910115 0.7251591 0.8990863 0.8215877 0.9842137
## [432,] 0.4995303 0.9771613 2.5484721 0.5269409 0.8087527 0.2938842 1.9750098 1.0974166
## [433,] 0.3418120 2.1855898 0.5442404 0.3907068 0.3242862 2.6421798 0.2985583 1.9082340
## [434,] 0.4941953 1.9159403 2.3953456 0.4939300 1.9436923 1.2482794 0.9791265 3.2067028
## [435,] 0.5431092 0.3156667 0.2702603 0.7967509 1.3867780 0.4869598 0.5370596 0.4065867
## [436,] 0.5899622 0.6418713 0.8509867 0.4028296 1.1205798 1.3207271 1.4792015 0.4621993
## [437,] 0.9067952 0.5849487 0.3091278 0.4755021 0.8872611 1.9015193 0.8435764 0.3649599
## [438,] 0.3413866 1.5781352 0.8402021 0.4452296 0.7926056 0.9472484 1.2685017 0.2883279
## [439,] 0.6983341 0.6247652 1.2830519 0.2454807 0.7875677 1.8780216 0.3095520 0.9809739
## [440,] 1.1350138 0.4583968 0.4217386 3.6556396 1.0084378 2.7762620 0.8627932 0.6697236
## [441,] 0.8437451 1.5365459 1.0026751 0.5496892 0.8300395 1.5107842 1.0113259 1.4839429
## [442,] 2.1192849 0.8518716 0.8601470 1.3982563 2.1392296 1.7822710 0.7934363 1.8375645
## [443,] 0.4985517 0.3782888 1.1918495 0.2931840 1.2834170 0.4750459 0.9680026 0.4650820
## [444,] 0.6347786 1.3413885 0.6988069 0.2679817 0.3106712 0.7506373 1.1438887 0.3640802
## [445,] 0.4464268 0.3422400 0.9972002 0.2841036 0.7073813 0.6956508 0.2888226 2.8680784
## [446,] 2.0699138 0.7332598 0.5972226 0.3860227 0.6260332 0.8964909 0.6447044 1.5471856
## [447,] 0.4237770 1.3670693 0.6562438 0.5422832 0.8660129 1.1344475 0.9669864 0.3782739
## [448,] 0.4811701 0.5734317 0.5599077 1.0571187 1.1772971 1.1067639 0.6613515 0.4866464
## [449,] 0.3918102 1.7571512 1.9248827 1.4895334 5.1920049 0.7071061 0.6981395 0.9481304
## [450,] 0.9502193 0.4265476 1.0866513 2.3706689 2.9150087 0.8355776 0.6869475 0.3280642
## [451,] 1.3997670 0.7494382 0.7559492 0.8400838 1.3127176 0.7943159 0.2904422 1.6327297
## [452,] 0.7971356 1.2598248 0.6775482 0.8331573 0.8739548 1.1068318 0.6297523 0.4529466
## [453,] 0.7839112 0.3320210 1.3029361 1.5539885 0.5662370 0.6942470 0.9631247 0.4455545
## [454,] 0.4510078 0.3365271 0.4749784 0.9173659 0.6685736 0.5038826 0.7657306 1.7823767
## [455,] 0.5144959 0.6778784 0.6369394 0.3143844 1.1888445 0.4724653 0.6055957 0.8208558
## [456,] 0.2631772 0.9860921 0.3090783 0.8753293 0.5379072 0.7419534 0.9407915 2.2933179
## [457,] 0.6665532 0.3089335 0.9837752 0.4414670 0.7414464 0.5621006 1.2585812 0.2922485
## [458,] 0.7578210 0.5034152 0.3744393 0.7794247 1.6245835 0.3482441 0.8349086 0.4510786
## [459,] 0.6841146 0.7589451 0.4287817 0.3417887 1.5992910 0.3168269 0.5046989 1.5984315
## [460,] 1.8089094 0.8398679 0.7273334 0.7894442 0.4691843 2.4620864 0.7877250 0.8789747
## [461,] 2.1905719 2.0815756 0.7637615 0.4326815 0.4892208 0.5867269 0.6209758 0.8111040
## [462,] 0.6744668 0.4150250 0.8726110 1.2868968 0.5697651 0.3673863 0.8291749 1.0532739
## [463,] 0.9168298 0.3985699 0.9268306 1.7403968 0.4910093 1.3766794 1.1040475 1.6453548
## [464,] 0.2841740 0.8039747 0.6357618 1.7962125 1.1579819 1.0854788 1.0943525 0.6677289
## [465,] 0.5672419 0.7504907 0.6932571 2.7397316 0.8623874 1.7404750 1.1788714 0.5256741
## [466,] 0.7784793 0.5024003 0.9308149 2.0838716 1.3797292 0.5513169 1.3527400 0.6194671
## [467,] 0.2923459 0.6632343 0.5597182 1.3864173 2.4250567 0.9462819 0.8283236 0.5901794
## [468,] 0.5479730 0.4285317 0.8500018 0.9197194 1.1676306 0.8445287 1.1166053 0.8121837
## [469,] 0.7010628 0.3402825 1.4891394 0.2365414 4.2049589 0.7936010 1.1268418 0.7426334
## [470,] 0.3680077 1.4764049 0.7959158 0.6953396 1.3972647 0.8066912 0.8379168 0.8885629
## [471,] 0.8032325 0.5578215 1.0111592 0.7544765 0.4805228 0.3666181 0.5599066 0.4965080
## [472,] 1.3405490 0.4998648 1.8957597 0.9698662 0.6994051 0.8371406 2.4300096 0.7189374
## [473,] 0.7001658 0.3417588 0.5415373 0.5764291 0.2498153 0.4769413 1.9439506 1.5780525
## [474,] 1.0122137 1.2578208 1.9416070 3.7044298 1.0205308 0.9291096 2.1968890 1.7164473
## [475,] 0.8977827 0.6395709 0.2603286 1.2798054 0.6905211 0.4848401 0.7384049 1.6587855
## [476,] 1.8364585 0.8474488 0.8755519 0.3840541 1.1195783 0.3832552 2.5618914 0.8571954
## [477,] 0.5015755 2.4652010 1.7747116 0.3488888 0.5093426 1.5149357 1.4519199 0.4374904
## [478,] 1.5415647 1.8090861 1.2996351 0.7186584 0.7194877 1.7453410 2.2718565 1.1154188
## [479,] 0.8414927 1.4678680 0.7203340 0.7080336 0.3040354 2.9894986 1.6558582 0.5415398
## [480,] 2.3932170 0.6380412 0.5791054 0.2862574 0.2651503 0.6826713 0.9375660 1.7601600
## [481,] 1.2356011 0.6656549 2.0634654 0.4927994 0.2581827 1.9476934 0.7444677 0.5182765
## [482,] 0.8404601 0.7982566 0.3516528 0.8165587 0.3795156 5.2553450 0.8438086 0.4810291
## [483,] 0.7131816 0.9231855 0.3469140 0.4825306 0.7504670 0.8131601 0.5566020 1.0301723
## [484,] 0.3323483 0.9348334 0.5961601 0.6940950 2.1957060 0.3213854 1.2012443 1.9515394
## [485,] 0.6654681 0.6254257 0.6401385 2.0285118 1.1884752 1.4686250 1.2211968 0.5063019
## [486,] 0.4007757 3.8580482 2.1105284 0.4040429 0.3771497 0.5340037 1.0382896 0.3606239
## [487,] 4.0529393 0.5167494 1.4787984 0.9542680 0.7297869 1.3650106 1.4916823 0.8631624
## [488,] 1.6500071 1.0038661 3.1629014 0.9763060 2.1080847 0.7800398 0.4318867 0.9355568
## [489,] 0.6968874 0.7448126 2.8540483 0.5117635 2.8313920 0.9053105 0.6816627 1.1098023
## [490,] 1.6189685 1.6226109 0.6427967 0.6049069 1.2994726 0.7728840 1.0184383 0.6896837
## [491,] 2.3147623 0.9047483 0.7271944 0.8101871 0.7664937 0.4339316 0.6266742 0.3751599
## [492,] 0.7081360 2.0261401 0.4452776 1.4466897 0.5374758 2.8872503 0.2144024 0.4922257
## [493,] 0.6597601 0.9713285 0.9340261 1.1448246 0.8707897 1.2930628 1.6450344 0.4234269
## [494,] 1.1234698 0.6353242 1.2059653 0.4730571 2.3637217 0.4636139 1.1035232 0.8215772
## [495,] 0.8308456 1.1167374 0.8580266 0.5319792 0.6443804 1.2697175 1.2493362 0.3587289
## [496,] 1.5119244 1.5988143 0.6312166 1.7571408 0.8603259 2.2694631 0.4943219 0.5392493
## [497,] 1.5329030 3.3538387 0.8523711 1.2090502 1.2924352 2.3148569 2.0788545 1.0483051
## [498,] 1.7995751 0.2925831 0.8680307 0.3840943 0.5304760 0.6795304 0.8408169 1.3664215
## [499,] 0.4246352 0.5334168 4.2113971 0.8451906 1.7593826 2.6256244 0.5376850 1.1868577
## [500,] 0.5204356 0.5584163 0.5250412 0.6159139 0.7308376 0.3582652 0.5755430 0.3847338
## [501,] 0.7916318 0.5824709 0.9388376 0.5084449 1.0922044 0.8291773 0.6070121 0.6160384
## [502,] 1.2298698 1.1234302 0.2478178 0.7369878 0.5106072 1.0873779 0.5067702 0.9061885
## [503,] 0.9284403 0.6323190 0.8033781 1.1994323 1.0897536 0.8768494 0.6697163 1.7948020
## [504,] 0.7012108 1.6462736 0.7073536 0.8052480 0.5862594 0.9687863 0.4494167 0.5232022
## [505,] 0.8471436 0.3198235 0.1913604 2.0514239 0.4416641 0.6567941 0.7347798 0.6651688
## [506,] 0.8928711 0.8278186 0.7670419 3.0473895 1.1499764 1.0792731 0.7722409 0.7933603
## [507,] 0.7020779 0.3101944 1.7034010 0.7859429 0.3392087 0.4621522 0.9998869 0.3350735
## [508,] 0.6930274 1.0220855 2.2483615 0.8448768 0.7601831 0.5208335 0.7994398 1.0510516
## [509,] 1.9917594 1.1149977 0.5387026 1.3850964 1.0554167 1.2867012 0.6249011 0.6333053
## [510,] 0.8204031 1.6011609 0.6585249 0.6987628 1.9402293 0.4477392 0.3299218 0.7575454
## [511,] 1.3357582 1.3929400 1.7507126 1.6761863 0.9094671 1.1878709 1.0279248 2.0873896
## [512,] 0.5855043 1.4716051 0.4976155 1.2502468 0.7013940 1.5112615 0.4670898 0.4499273
## [513,] 1.3517701 0.7365175 0.3838076 0.6928815 0.8212053 0.7516752 0.4779886 1.6117974
## [514,] 0.3410392 0.5058056 0.4934750 1.1354177 0.5132226 1.9463592 0.7925814 0.6571195
## [515,] 0.7211170 0.4002409 0.8356732 0.6150674 0.8412918 0.9352016 0.5937266 0.7030936
## [516,] 0.7953203 1.0778833 0.3464573 0.6765512 0.6576621 0.6526269 0.4206620 2.1548709
## [517,] 0.3175483 1.1722307 0.4251256 1.1977431 0.6564001 1.5035250 0.6404072 0.3079322
## [518,] 1.6111084 3.3957140 2.5509226 2.0684918 1.6383119 2.2708594 0.6636485 0.4909737
## [519,] 0.8200337 0.2920696 0.6847570 0.7222524 0.9628123 1.2247939 1.3013971 0.3572514
## [520,] 0.5193120 0.5839780 0.5255281 0.3440610 1.0761245 1.4740896 0.4957465 4.6225286
## [521,] 0.4502000 1.6795757 0.6129162 0.4228167 1.1571211 0.3825920 0.6022146 0.9203919
## [522,] 0.4357171 0.2627376 1.3049479 0.4022745 0.6015601 1.2173351 0.4856626 1.0916980
## [523,] 1.7356813 0.9566089 2.7580818 1.0811752 0.3184235 0.6829804 0.7948210 1.1492006
## [524,] 1.0192422 0.7876620 0.8252930 0.9148052 4.0568993 0.8485681 0.9854944 0.5795419
## [525,] 0.5456739 3.2355442 0.4891781 1.6420630 0.5165036 0.5443039 1.5086158 0.8717838
## [526,] 1.3392372 1.1589835 0.8167510 0.5848841 0.5972678 0.9673081 2.5745691 0.2966637
## [527,] 0.5572765 0.4685598 1.9002889 1.2659904 0.4125800 0.3095195 1.0815115 0.9883809
## [528,] 0.7584905 0.7230376 0.3074595 1.0211785 0.7721966 0.7735329 1.0941441 0.6140859
## [529,] 0.5712934 0.5966397 2.6453697 0.8617827 0.9475474 2.0034081 0.9147364 0.3896464
## [530,] 0.3722696 0.7093653 1.3347465 0.3558852 1.5724629 0.4868525 0.4892504 0.5928733
## [531,] 0.5141109 1.0334884 0.9129694 1.6348480 0.4746902 1.1420557 1.0476791 0.5716839
## [532,] 1.0345790 0.9257315 1.9827194 0.6109278 0.8207318 0.3374077 0.7960603 0.5948252
## [533,] 0.3077857 0.7175602 0.3995965 0.8862726 0.3729157 0.5095573 1.2063909 0.5588982
## [534,] 1.2071596 1.1321650 0.4476719 0.5178113 3.2395088 1.5494976 2.3580273 0.6049679
## [535,] 0.4025732 0.7352957 1.0554483 1.0520548 0.2555687 0.5939253 0.8607793 1.0675324
## [536,] 0.7063624 0.5797613 1.9008723 0.8976159 1.4262977 0.4033827 0.9943689 0.8128644
## [537,] 1.1760165 1.0616234 1.9389568 0.7557398 0.5368013 4.6901333 0.5960822 3.1541764
## [538,] 1.5921856 0.5815056 0.5377970 0.9086049 1.7797480 1.6365795 0.8471198 0.2082131
## [539,] 0.4838280 1.1632831 0.7789426 0.7682982 0.3787584 3.5286920 0.6214242 2.7523765
## [540,] 0.4364737 0.3351533 2.6310369 1.0158799 0.8790819 0.8739344 0.8424944 1.0240558
## [541,] 0.7335565 0.9547928 3.6266827 1.5243196 1.4433995 1.5674512 0.8890292 1.0914073
## [542,] 1.8830429 0.6794806 0.6780267 1.0653478 2.8646783 0.7031459 0.6858108 0.7870779
## [543,] 2.6942327 0.3527553 0.9148572 1.3940061 2.0738447 0.5883615 0.6879771 0.8807736
## [544,] 1.3019200 0.4048298 0.7615325 0.7532984 0.6994660 0.8158341 0.8111438 0.8238075
## [545,] 0.8736221 0.4756101 1.6838085 0.4620214 1.1382735 0.5853533 0.4842351 1.6711260
## [546,] 0.4242137 0.3684259 0.6352311 2.9637755 0.5717960 0.6173481 0.2810944 1.1331038
## [547,] 0.5368419 1.3378521 1.1082390 0.7153295 0.3350022 1.8104767 0.6958764 3.6797351
## [548,] 1.7198063 0.6517771 0.5409524 1.6281775 1.3856322 1.0732083 0.5243216 3.2741194
## [549,] 0.5883571 0.2045392 0.4230767 3.2548516 0.8166844 1.3953809 0.9701633 1.1949227
## [550,] 0.3608415 0.9867726 0.7173741 0.7036452 1.0905049 0.4961696 1.0856850 1.1219429
## [551,] 0.6010443 0.7108775 3.2405340 1.3206583 0.4120734 3.1207270 0.5494684 0.4474298
## [552,] 0.5993281 0.9632815 2.8808775 0.2968395 2.0740440 3.8546989 2.2770665 0.8761182
## [553,] 1.0280048 0.6661783 1.4006926 0.9600463 3.0956946 0.4876196 1.0258837 0.8081638
## [554,] 0.5070431 0.8295076 0.6443237 0.9413403 0.5846130 1.3178328 0.8696265 1.2024042
## [555,] 0.3682872 0.8632604 1.2541412 1.1915213 0.7693580 0.3931164 1.0038855 2.4876182
## [556,] 0.9751595 0.8682002 0.6944192 0.7960990 0.4553990 1.5107664 1.2198076 0.8681772
## [557,] 0.4492301 0.7692313 0.3761261 0.9996325 1.5909180 0.5949157 0.3194237 0.3226532
## [558,] 1.1759799 0.4193047 0.4052206 1.1681811 1.7696740 0.6449507 0.8429405 0.9622916
## [559,] 0.4660950 2.6211266 1.6778806 0.3992666 0.3165903 2.6345155 0.7450853 1.0720838
## [560,] 0.9678186 0.5491092 0.6872640 1.3694207 1.9430554 2.1099219 0.4050661 1.6375199
## [561,] 2.2383595 1.2393835 0.3607508 3.0120594 1.5232239 0.3091360 2.4278709 0.5963908
## [562,] 0.8820335 0.6330101 0.5381644 0.9560856 0.6514558 1.0907956 0.4840228 0.3670008
## [563,] 0.4903077 3.8366959 0.5555144 0.5488194 0.3363990 1.4737659 0.4513158 0.6988347
## [564,] 1.1665020 1.2147829 0.5286300 0.5203844 0.7509509 0.3588655 0.8850177 1.1339525
## [565,] 1.8563937 1.1910235 1.2927241 0.4433797 0.6175383 1.7355418 1.3222366 1.5630658
## [566,] 0.4678453 0.5046806 0.8279271 0.5082610 0.4150918 0.3614605 0.8254011 0.6591290
## [567,] 0.4170141 1.4743385 0.8743221 0.6548735 0.5103224 2.0215640 1.0278837 0.7009981
## [568,] 0.5789953 0.6476778 0.8924724 0.5129553 0.8531429 1.4786614 0.7136867 0.3302370
## [569,] 0.7731426 2.2317674 0.4790104 1.0039638 0.8533923 2.2807674 0.8499280 0.7175426
## [570,] 0.8211706 1.1931668 1.6097407 0.2835060 0.9251245 0.9669540 0.6903805 0.6944251
## [571,] 0.8435996 0.3800790 0.9506168 0.4018043 1.4949157 0.6335652 3.1351640 0.6129596
## [572,] 1.4133697 1.3698487 0.3947664 0.8335525 0.8655705 0.9621920 0.9833960 1.5879119
## [573,] 0.6716481 0.8901849 0.5956471 0.3950523 0.4797804 1.0062265 1.4807553 1.9664736
## [574,] 0.6075636 0.3073247 0.8621758 2.4344232 0.8207021 0.4548439 0.4034217 0.3342970
## [575,] 0.5701423 0.3872364 0.9198235 0.9310988 0.6878455 0.3030522 0.9659569 0.5496476
## [576,] 0.3658860 0.8430144 0.9605472 0.8448518 0.9496037 1.7731898 1.1848997 0.7218245
## [577,] 4.0674349 0.6145940 2.2093735 0.7491945 0.8145850 0.2172802 0.5976158 0.9226790
## [578,] 1.7995181 0.5871015 0.7770873 0.4705525 0.5457112 2.2329673 0.2933862 1.6111115
## [579,] 1.0021044 0.4745430 1.4632232 2.0937353 0.6395318 1.8838502 0.9979248 0.9644071
## [580,] 0.5912344 0.5625840 0.7554720 1.2415130 1.3332772 1.5162002 0.3766368 0.2980289
## [581,] 0.5202322 0.8174037 0.3835498 0.9034122 0.6549368 1.7166730 0.5605406 0.9105494
## [582,] 1.9936937 0.9470854 1.6866144 0.6589539 0.3998610 0.5351353 0.5963380 0.8730911
## [583,] 1.7331244 0.5944114 0.3714132 0.4877667 0.4940304 0.4656323 0.7452339 0.7680407
## [584,] 0.2918152 0.3976971 0.7261022 0.8697718 1.1756548 0.7737392 0.9077944 0.7177979
## [585,] 0.9191625 1.7277658 0.7294513 0.8619066 1.9309253 2.2756075 0.6907151 0.4894611
## [586,] 0.7401038 1.0217771 1.7103513 0.5977074 0.3093900 1.0325022 0.7778292 0.6411349
## [587,] 1.2143770 0.6234249 0.7478912 1.2475480 0.5212426 0.4580208 0.8163924 1.1292162
## [588,] 1.4645625 0.7370984 0.9517124 0.9774428 0.4960028 0.4350544 1.2089972 2.8584623
## [589,] 1.5059322 1.1523446 0.4336656 0.8189067 0.2722558 0.8853354 1.5878162 0.6651805
## [590,] 0.3716616 1.2119458 1.9002601 0.5141751 0.5894408 0.9768370 0.2263161 1.1916527
## [591,] 2.9236725 0.5228352 1.4360509 1.4546191 3.0035427 1.5929076 0.3077912 0.7895598
## [592,] 0.6433861 1.2046930 1.0217575 0.7793170 0.6936389 1.8150856 0.5605087 0.4945899
## [593,] 0.5789750 1.1386552 1.4695722 0.6456621 0.9183398 0.2918721 2.2967744 2.6822908
## [594,] 1.0921008 0.9130818 0.5709411 1.0940181 0.2833202 0.8152653 1.8089178 1.6179257
## [595,] 0.8279681 1.4162234 0.7424810 0.6761198 0.9419084 0.4944072 0.4158875 0.7687529
## [596,] 1.1307660 0.5578233 0.7257674 1.2142861 1.8045651 0.5340348 0.6102487 0.7140981
## [597,] 2.4782206 0.2989580 1.7370301 2.0409781 1.5875837 0.4091404 1.0730659 0.6115317
## [598,] 0.5622505 0.9489393 0.9569820 0.3784825 0.6719912 0.5871532 2.8752207 1.9754725
## [599,] 0.5945005 0.6118878 0.5628987 1.9174158 0.2289431 1.7623502 0.6990252 2.0825077
## [600,] 0.3946708 0.7068763 0.6679541 0.5103169 0.5799563 1.2914100 0.5907351 0.7471346
## [601,] 0.9843151 1.4874388 1.6183280 0.5377629 1.8097885 0.9280942 0.7918400 0.4893821
## [602,] 0.8948802 0.5258111 1.0358209 1.5845900 1.0144477 0.8028465 0.2388013 1.1980312
## [603,] 1.2387468 0.6275255 2.1701427 1.5377859 0.4214455 0.7361150 0.3418225 1.4868152
## [604,] 1.3934199 1.1400736 2.0574527 1.3317247 0.9953437 0.3387150 0.5068843 1.1805939
## [605,] 1.1369068 0.5511930 0.5269391 3.2891714 2.4801087 0.9102497 1.5229913 1.0428027
## [606,] 0.4088110 0.8260678 0.4467708 1.1339725 3.3839857 0.4767496 0.5080804 4.4324202
## [607,] 0.2841730 1.1785657 2.7349402 0.4441247 1.0018449 0.7537339 0.6352261 1.4584201
## [608,] 0.5449029 1.2802591 0.3516145 0.7860233 0.6244338 0.7901362 0.8197698 0.8379352
## [609,] 0.7150536 0.5349117 2.5064389 0.8881371 0.3539639 0.4466930 1.1768120 0.6820545
## [610,] 0.9129723 1.2441642 0.2377209 1.1389025 1.6122101 0.6238305 0.4659644 0.5706771
## [611,] 1.6657368 0.7463025 1.8594492 1.0079573 1.1617471 0.5262510 1.5127644 0.3901023
## [612,] 1.6831454 0.7463976 1.0843008 6.1255101 0.6108354 0.5129555 0.3318204 0.5115906
## [613,] 0.5453800 0.5468029 0.8911128 0.6532783 1.0781639 0.4587052 0.6940560 0.8244856
## [614,] 1.1979877 0.8579914 1.0485190 1.2573205 0.9925100 0.5588076 0.5898101 1.4072863
## [615,] 0.7551312 0.7640412 0.6630612 0.6641764 2.6993461 1.6055780 0.4627886 0.6796477
## [616,] 0.7876082 1.6928627 4.9797707 0.6203599 0.8609367 2.3237022 2.2785953 0.4721258
## [617,] 1.1787286 0.9971884 0.3216838 1.3746830 1.2834185 1.2893812 2.0206181 0.7010730
## [618,] 0.2929282 0.8309630 0.5032447 1.1244549 0.4833453 0.5487505 0.9927143 1.5710958
## [619,] 0.8610039 0.4237931 1.8301355 0.5506166 0.5830936 0.9223774 1.1161225 0.6557837
## [620,] 1.1425861 0.9787988 1.4060436 0.3273993 1.3379491 1.4505916 0.5738021 0.1381715
## [621,] 0.3227044 2.5185663 1.0596284 0.6121280 1.7664197 0.6367553 0.5716684 0.7259687
## [622,] 1.0886204 0.7152383 0.7015234 1.2877453 0.7870747 0.3224235 0.6974696 0.6171307
## [623,] 1.0368095 0.4450110 2.8333387 0.3982465 1.7031476 2.1033721 0.4560638 2.0051375
## [624,] 0.7104642 0.4863555 0.6841460 0.7535755 0.6168655 0.6345271 0.6449392 1.8008952
## [625,] 0.7313585 2.4002996 1.0493655 1.3493236 1.2520481 0.2989061 0.3722630 1.7061779
## [626,] 1.1552542 0.4817098 0.5125702 1.7729713 0.5940292 0.5865319 0.5736665 1.0349716
## [627,] 1.1797318 0.6150288 0.4788145 0.5605266 0.5502136 0.5345933 2.8417301 1.0612603
## [628,] 0.4162337 0.9462436 0.6215940 0.9931391 0.5471493 0.4664027 1.3098335 0.5104074
## [629,] 0.8266666 2.0841900 0.8107692 0.3961978 0.8136219 0.6983379 0.5997821 0.4137483
## [630,] 1.1519140 0.5358911 0.3232670 0.8393157 1.2863910 1.6112122 0.6356667 2.2144975
## [631,] 1.9830937 0.5819969 1.0728608 0.9972083 0.6740943 1.0975150 0.8415720 1.0621721
## [632,] 0.8066857 0.5136342 0.6388102 1.1769556 0.5813748 0.6219292 1.1460191 0.6450793
## [633,] 1.3953630 0.5298420 0.8534141 0.2992340 0.6416967 1.0445332 1.8075174 2.8076961
## [634,] 0.5181634 0.9214831 0.6216425 0.4324059 0.6250684 0.4327740 0.5949160 0.5720762
## [635,] 0.7995353 0.6260669 1.6269731 3.2314058 0.5764120 0.3643237 0.4276761 0.5006696
## [636,] 0.8122836 0.8723239 2.5102310 0.7692242 1.6333332 0.4649065 0.7013257 0.6283062
## [637,] 0.4317260 2.0457505 1.6436149 0.5836481 2.3690471 0.6064525 0.5359421 0.5244060
## [638,] 0.6711759 0.6510824 0.4970393 1.9195022 0.3410702 1.2698344 0.4786579 0.4550182
## [639,] 1.0281441 0.5651412 0.3233888 1.7026794 0.6130058 0.3337391 0.7301725 0.4474603
## [640,] 4.2240353 0.5349387 0.7413819 1.7895974 1.7021008 0.3110529 0.5060037 2.7467675
## [641,] 1.2550725 1.1199686 1.0815107 0.5099771 1.0204853 0.3535446 0.9142000 0.3106232
## [642,] 5.6945388 0.8392359 1.0185669 3.2491261 0.4797236 0.3416745 0.4153035 0.5343716
## [643,] 1.8388392 0.7725027 0.8286814 0.6952319 0.5667556 3.1919199 0.7216010 0.4072837
## [644,] 1.6750557 1.0639647 0.5801365 1.2631904 0.4944633 1.9291678 0.8416642 0.9048077
## [645,] 0.7963110 1.5948848 0.9898391 0.4010458 1.0424349 0.4355338 0.4176676 0.7986003
## [646,] 1.8860175 0.4113078 0.8366649 1.4118064 0.8316882 0.6332487 0.7656143 1.1853394
## [647,] 0.4687472 0.9813803 1.0932188 1.4683874 1.5198015 1.5497487 1.4577237 0.3822176
## [648,] 0.4099380 0.4809737 0.6191517 0.6238807 2.3365769 0.4590729 1.6482845 1.3220932
## [649,] 0.3428839 1.3218635 1.0259662 1.2706126 0.8164104 1.5710883 0.6636295 0.5718333
## [650,] 0.3437746 1.0377783 1.6356212 1.0922498 0.3238652 3.2717253 1.2391251 0.5236617
## [651,] 0.5136774 0.9580278 0.5360772 0.4699167 0.5024695 1.2230086 0.5474982 0.7263024
## [652,] 1.0821987 0.7997791 0.5782672 0.6432277 2.6163025 0.8030209 1.0666992 1.6395421
## [653,] 0.2917795 0.6674271 0.2105953 0.7813349 1.0497413 0.1999865 0.3370917 0.6480448
## [654,] 0.2775671 0.6363014 0.3328073 0.4378902 1.0450763 0.2562612 0.3124483 0.9640758
## [655,] 0.4727253 1.9217751 1.0178278 0.5515917 0.9943092 1.0692662 0.8943384 0.7101693
## [656,] 0.7758763 0.9699770 0.5686770 1.2872273 0.5621905 1.1300629 0.5406887 0.5223609
## [657,] 1.1078465 0.5487307 0.7029024 1.3819923 0.5352493 0.5085828 0.6545044 2.0134408
## [658,] 0.6285655 1.7706848 0.3449157 0.4584874 0.5374265 2.3262986 0.9911433 0.4693539
## [659,] 0.6875564 0.7226788 0.3145461 2.4280558 2.0644049 2.2009132 0.9172830 0.6127677
## [660,] 0.5012563 0.7233808 0.5621321 0.6250857 1.1087586 1.6018845 0.3927147 2.9503125
## [661,] 1.8885801 0.5880391 0.8992777 0.7457208 1.1702344 0.3580584 0.8438993 0.5646053
## [662,] 0.8570533 1.2608595 0.7637059 0.9897273 1.5448035 0.9950824 0.4412956 2.5469124
## [663,] 0.6943264 0.5445720 1.0139808 1.1898370 1.0745973 0.8542851 1.3360884 0.9993031
## [664,] 0.6720427 1.7771846 2.3934656 0.2454914 2.9116650 0.5069786 1.5126991 0.5377122
## [665,] 0.6290535 0.4174221 0.9996085 0.6580427 0.7293676 0.9440285 0.6078707 0.4852633
## [666,] 1.3455171 0.5758514 0.5484663 1.0961657 0.5127143 2.1780751 0.8438950 0.8266667
## [667,] 1.0943534 0.7606513 1.5207149 2.1298650 0.3526845 0.7854112 2.6820502 0.5121423
## [668,] 0.4004833 1.9981779 1.0017769 0.6639623 1.7176339 0.8416166 0.7250320 1.4954947
## [669,] 1.8662524 0.3988038 0.9564790 0.7197946 0.5615866 0.2528095 0.7840671 0.7433303
## [670,] 0.4527285 0.7550436 0.6195184 0.6188571 1.4932645 0.8805538 0.8445606 0.9919949
## [671,] 1.4738140 0.6212556 2.5541620 0.3439969 1.1439458 0.3846319 0.4689199 0.4835965
## [672,] 0.6554916 0.8191927 0.8741501 0.7679637 0.6006390 0.4472253 0.3751054 1.2092523
## [673,] 1.0616195 0.7150938 0.4292221 0.4005595 0.3483603 0.5917983 1.9998412 1.1659134
## [674,] 2.6876502 0.9709898 0.5735593 2.3699272 0.4122370 0.3924977 2.5185368 0.3902724
## [675,] 0.4088539 0.2738440 0.5417252 0.4075570 1.2387806 0.4128911 0.3708830 0.3119212
## [676,] 0.8586654 1.4179241 1.1620582 1.0192159 0.5621870 0.4834653 0.3298246 0.9082779
## [677,] 0.4401516 0.2234662 0.8671842 0.6057665 0.9150103 0.9124595 0.3182522 0.6816622
## [678,] 0.3012988 1.1922203 3.2195819 0.8015769 1.0008211 1.4582652 0.4132307 0.4191293
## [679,] 0.7827143 1.0364524 0.7845955 0.2888706 0.6448728 1.2805984 0.4929857 0.8713984
## [680,] 1.4472597 1.0604917 0.7435985 0.2771529 0.5855602 0.9385583 1.9120072 2.2686539
## [681,] 1.1407963 1.0137230 1.1263328 0.9759020 0.9964510 1.7108347 0.5077969 0.5162101
## [682,] 1.0567651 0.4485332 0.4451376 0.8307347 0.8494275 0.5415809 0.7132616 0.8140703
## [683,] 0.2805783 0.4662791 0.9626392 1.2392001 1.1720801 0.4756134 0.2136416 0.9790407
## [684,] 0.8652791 0.4359736 0.8985148 2.4933015 0.9083777 0.4608037 1.8965561 0.6203054
## [685,] 1.5600544 0.4998194 0.9518490 1.6129528 0.2241150 0.4804412 0.4747667 0.5979310
## [686,] 0.8569633 0.7460718 1.1606976 0.2900732 0.2868927 0.5629307 0.2082115 0.7536104
## [687,] 0.9168802 0.5609642 0.7921608 0.2054215 0.5875422 1.3148480 1.8175448 0.6923716
## [688,] 0.8434444 0.5891634 0.7244629 1.3126310 3.4288152 0.9597030 0.7052822 0.4750703
## [689,] 0.2832854 0.5094024 0.9149927 1.1464225 0.3732640 1.3486261 0.4608186 0.8809694
## [690,] 0.9404222 0.6954358 0.9778344 0.6937881 0.5463194 0.6420149 0.4939555 0.8119194
## [691,] 0.5205554 0.8950885 2.1132825 1.5174560 1.1646050 1.1837585 0.7635844 1.6003722
## [692,] 2.0293662 0.5245378 0.4975434 0.4762744 1.0587067 1.1228735 2.8578068 2.5111842
## [693,] 1.1800126 0.5361524 0.3746980 0.7444239 1.2645103 0.6860763 0.8094818 0.5091758
## [694,] 0.8826834 2.0516564 1.5714726 1.0153099 0.3695979 1.2153385 0.7285552 0.6447817
## [695,] 1.4553078 0.7022245 0.9253880 1.2260409 0.5997869 1.0795671 0.9926023 0.4407778
## [696,] 0.6902871 2.9839175 1.1709918 2.2963089 0.3615285 1.2470441 0.4360611 0.7486334
## [697,] 0.7557380 0.7896599 1.8966055 0.5077510 0.7778460 1.1927640 1.1065936 1.8607696
## [698,] 0.4571362 0.9191633 1.1140420 3.7125287 0.4619220 0.7959809 0.4292350 1.0919012
## [699,] 0.7116173 4.7191956 0.5715536 1.5181995 1.1512420 0.3491419 0.5705992 0.7425394
## [700,] 0.4196214 0.4680566 1.8957721 1.3499207 0.6617266 0.5560527 0.6092552 0.3839366
## [701,] 1.4329790 1.1294262 0.4904673 5.4094230 0.5198066 0.4295427 1.0801993 0.7098449
## [702,] 1.2592859 2.0391195 0.6520344 0.5830946 0.4115044 0.8873408 0.6072869 0.2653346
## [703,] 1.2900763 1.7135847 0.4342883 0.8954710 0.3252514 1.1494025 1.1524103 0.4668813
## [704,] 0.8653276 0.7251867 0.7214211 0.5724522 1.9671826 1.0127569 0.9601469 0.4057538
## [705,] 0.5007353 0.3152054 0.2801075 0.6469712 1.0037725 0.5181535 0.4752898 0.6402479
## [706,] 0.6700440 1.3906059 0.7947609 0.4783617 0.8610731 0.6330346 5.8593141 0.5144066
## [707,] 0.9246990 0.3749636 0.3936597 0.3534122 0.4675911 1.3835995 0.7300749 0.2938044
## [708,] 0.4524224 0.6846735 1.0929762 0.4193220 1.7334560 0.5137567 1.6984770 0.4903245
## [709,] 0.7649701 0.4961155 0.3595072 0.6027699 0.5985012 0.4613679 0.6316706 0.7332899
## [710,] 0.6909073 0.8293660 0.2658113 0.3904252 0.9874469 0.2316032 0.9670688 2.0055596
## [711,] 0.7103433 1.6684454 0.6504080 0.5850568 1.0029908 0.6409450 0.8442732 1.5727113
## [712,] 1.1935629 0.3085262 1.4911020 1.0900719 0.6979498 0.4599367 0.7987171 0.9071597
## [713,] 0.2010386 1.4620889 0.9734083 0.9493938 0.4558037 1.4329438 0.8423721 0.8592448
## [714,] 2.2021673 1.5277011 1.8268012 1.0107535 0.7421083 0.4755254 1.0766438 0.7228347
## [715,] 1.0008580 0.7204375 0.7501123 0.6435623 1.5530045 2.1640543 1.0413591 1.4798827
## [716,] 2.1975489 1.2086349 2.1551078 0.8860309 0.7248664 0.3939536 1.3624110 0.4775662
## [717,] 0.3304410 1.0065117 0.5975606 0.8517931 0.9130169 2.7183917 0.9540955 0.7533470
## [718,] 0.9265117 0.3790230 0.9208006 1.0754606 0.7256454 0.3994855 0.6816681 1.3851076
## [719,] 0.1960200 0.4594378 0.5543680 0.7528385 0.8755132 0.5076825 0.7277561 0.5539782
## [720,] 1.6508862 1.1910174 0.4409461 0.3496449 0.5042859 0.4736837 0.1891498 1.1314933
## [721,] 0.4272671 0.3683763 0.2896218 0.4789568 0.5581630 0.2325603 0.6157209 0.6781234
## [722,] 0.4327093 0.4834475 0.2590005 2.2108209 0.7110914 2.4763131 1.7788588 1.1200221
## [723,] 3.3339151 0.3700268 0.4797334 0.4894686 0.4886546 0.7264620 0.5145675 0.9328932
## [724,] 0.7827325 0.3513945 1.4745158 0.4288625 2.1838093 2.0095212 1.2788581 0.4935952
## [725,] 1.0760095 1.0175034 0.9811388 0.6695241 0.5755970 0.4002476 1.9766697 0.5622940
## [726,] 1.3037853 1.0327654 0.4919034 0.6101832 1.6742048 1.0285795 0.4459056 1.3370526
## [727,] 1.1327969 0.4100412 0.7109012 1.5457841 1.3214183 1.7053125 0.3184925 1.6939385
## [728,] 1.1933544 0.6129126 1.4781073 0.6603452 0.4331439 1.1270264 2.4605147 0.4399955
## [729,] 0.2403960 2.1105000 3.7196599 0.7315674 0.4579941 1.1394462 0.8091544 1.7383724
## [730,] 0.9631876 0.7704840 0.6462361 0.5181499 0.5580316 0.4468059 0.4840999 0.5196330
## [731,] 0.4764066 1.4054747 0.5893950 0.7902039 0.8430713 0.5740565 1.8795888 1.1922161
## [732,] 0.5535385 0.9536966 1.0571274 0.7915861 1.2863303 1.1552556 1.7017992 0.3250164
## [733,] 0.3053653 0.2906462 1.2578915 0.3808394 0.8859857 0.4683353 0.2178928 0.3324444
## [734,] 0.3242752 0.9639585 0.5476824 0.3399144 0.4788637 0.5404152 1.1529840 1.7919668
## [735,] 0.8601248 0.3839123 4.1280126 2.1205496 1.8811283 3.0966833 0.4534092 1.7709875
## [736,] 0.8152858 0.6137072 1.1441285 1.1502302 0.8418326 0.5788708 0.6981503 0.7721602
## [737,] 1.0838789 1.8426962 1.3626728 0.6883748 0.5956284 1.6456401 1.2079229 0.4714514
## [738,] 0.6034096 0.9679061 0.9783708 2.4683357 0.5509126 0.4198262 2.9700904 0.8466133
## [739,] 0.3735829 0.4596341 0.3649700 0.5668233 0.8034763 0.4453847 1.2296521 0.7562112
## [740,] 0.9454408 3.3148304 0.4617440 0.6546381 0.3859686 0.3525139 0.4885102 2.5868740
## [741,] 0.6116487 2.0167506 0.4723767 0.7633783 0.6080750 1.6319080 0.8668275 2.6731685
## [742,] 0.5698221 2.1816922 0.4580365 0.7414699 1.1476587 1.2134061 0.3696113 0.7405706
## [743,] 0.2000183 0.6170479 0.8988744 0.8054489 0.3774806 0.5966517 0.6006365 0.4074832
## [744,] 0.5754673 0.7842648 1.2977060 0.4816338 0.6733679 0.4990440 1.3495041 0.7906110
## [745,] 0.2458365 1.1605991 0.9826374 0.5386188 1.5518979 1.7699582 0.6733770 0.3826542
## [746,] 1.0397239 0.4620738 1.1800051 0.7286406 1.4709575 0.3323656 1.4315031 0.4824200
## [747,] 0.3727383 0.6313382 0.9535610 0.6237390 2.8645294 0.6956633 0.6357021 0.4563428
## [748,] 0.8103594 1.0319865 2.1799759 2.5440611 0.6345150 0.2795665 0.6499498 0.8224053
## [749,] 0.3371788 0.4502796 1.0343127 1.5068816 0.6667639 2.0563998 1.0916629 1.3712593
## [750,] 1.0643177 1.7443949 0.5816976 0.9058866 1.2404108 1.4232553 0.5412296 0.7246887
## [751,] 0.4214195 0.6382587 1.4772785 0.5080010 1.0832645 0.5960627 0.3038041 1.1456830
## [752,] 1.1025241 1.2481682 0.5707030 1.1236720 0.9498266 0.5770718 0.6330040 0.9178520
## [753,] 1.0451246 0.5724772 2.6876959 0.5635652 0.3722782 0.5016166 1.1222891 0.4417251
## [754,] 1.2849322 1.6063401 0.7613864 0.6985563 0.6515809 0.4870431 0.4673260 0.8248384
## [755,] 1.3952309 0.7967666 0.8154494 0.8351675 0.5435278 0.9047853 1.8211871 2.2483368
## [756,] 0.8302915 0.5469623 0.7247456 0.4816439 4.4333696 0.9665514 1.4529897 1.9836560
## [757,] 0.7053941 0.6477630 2.2221427 0.6592884 0.2630642 0.5734259 0.3593000 0.4912689
## [758,] 0.4041758 0.9123479 0.8689572 1.4791117 0.5735398 1.0836927 1.0452315 3.0013993
## [759,] 2.3821239 0.4575143 1.7619550 0.4626015 1.3909875 1.0141170 0.7845192 1.2137165
## [760,] 0.6901144 0.2373281 0.6450766 0.5519952 2.0673627 0.8606295 0.2584374 1.1731685
## [761,] 0.7355620 1.7077392 0.9003369 0.2315732 0.5885313 0.3707495 0.7129200 1.4866420
## [762,] 1.0571982 0.9871298 0.2632035 0.5297803 0.7359117 2.3805797 0.6294525 0.3545568
## [763,] 0.6064689 1.9257776 0.4617067 1.0684675 1.5081959 2.3435244 1.5169045 1.2715241
## [764,] 0.7704572 0.9048096 0.7502461 0.4826903 0.6719672 0.4749682 0.5866496 1.0450044
## [765,] 1.1898446 0.8027085 0.7743236 1.5316081 0.8613310 0.4345097 1.0997461 0.6489602
## [766,] 0.7100193 0.9694358 1.2118650 0.7636068 1.0241684 0.2617519 0.6021799 0.3475833
## [767,] 0.4264312 0.3312083 0.4608289 0.6821444 0.4680378 1.7648358 1.1656385 0.6451241
## [768,] 1.4603286 1.5909742 0.4159292 2.4612522 0.6717611 1.2530137 0.5834099 0.5469566
## [769,] 0.8659344 0.7021565 0.4391262 0.5924383 0.4678610 0.3818048 0.9430048 1.5368909
## [770,] 1.2549457 0.5988050 0.8920822 1.2789197 0.5295486 0.2011834 1.4280076 1.2489764
## [771,] 0.5928788 2.0788207 0.7394361 1.7693329 0.4680049 0.2272002 0.2088817 0.1632382
## [772,] 0.5103249 0.5383983 0.8009118 2.6400880 0.7600242 0.8088769 0.4170624 1.2857601
## [773,] 0.6050089 0.8341125 1.5176839 0.8940661 1.7007481 0.8531477 0.2162109 1.3729789
## [774,] 0.9931814 0.6346487 0.6115926 0.3416773 1.0093453 0.4475037 0.5134048 0.2945541
## [775,] 2.1247909 0.8033453 1.5428676 0.9070864 0.3174814 1.5282569 0.1993003 0.9189433
## [776,] 2.2675458 1.5412722 0.6681558 1.0020292 0.6478624 1.2499623 1.2083722 0.8955561
## [777,] 0.8115969 1.9818329 0.5652584 0.9023608 0.6132257 0.5201334 1.3455236 1.4764819
## [778,] 3.0604894 0.7621977 1.0389703 0.3506049 2.0971625 0.6946091 0.6957144 0.2558654
## [779,] 1.8667471 0.5417761 1.2322836 0.3993864 1.0526413 0.6569263 0.8274466 1.0638552
## [780,] 0.7865674 0.5197240 2.6442442 0.9660364 0.4739587 0.2878362 1.5823884 0.9608223
## [781,] 0.6484187 0.7421234 0.3707960 0.4216696 2.7233212 1.6643646 1.1825222 0.5538192
## [782,] 0.9117792 2.4626146 0.5084568 1.6901575 1.0048434 1.3547645 0.8970755 1.0445466
## [783,] 2.6291225 0.3409586 1.2272081 0.2669564 0.3499952 2.6111491 0.6344099 0.3870485
## [784,] 0.6009704 0.7261331 0.2973511 0.3544524 1.6038089 1.0683499 1.4213845 0.4002624
## [785,] 0.7984427 0.7889948 3.0091356 1.5309335 1.0281975 1.0328791 0.8530618 1.7948179
## [786,] 1.2373857 1.9034212 0.6027276 0.8014672 0.9392249 1.5176669 2.3672391 0.7542827
## [787,] 0.9777487 1.1005541 1.1151459 0.4896007 3.0257251 1.2137834 0.6701661 0.3607425
## [788,] 0.2943966 1.5289139 0.6252114 0.6947094 0.8150940 0.6554141 0.3020977 1.0151866
## [789,] 0.4674168 1.9191047 1.0579986 1.0562234 0.3282660 2.7097436 2.3186274 0.7474374
## [790,] 0.9050513 0.6720390 0.8646782 1.2858809 1.3083132 0.9058218 0.4691647 0.8897602
## [791,] 2.5276538 3.0713718 0.5579616 1.3464428 0.8392802 1.3642245 0.4575492 0.5465332
## [792,] 1.2587785 0.9526554 0.9376677 1.1099220 0.5599235 0.4775483 2.7685885 0.8115311
## [793,] 0.9539783 0.9782794 0.9790809 0.6405213 0.6475024 0.6134532 0.8127691 2.1037966
## [794,] 1.1067826 0.4873404 0.7663738 0.3288735 0.5471713 0.5790335 1.2311051 0.4477380
## [795,] 0.4081672 1.2280247 0.7620453 1.4353123 1.3544457 0.5015784 0.7614429 3.0637469
## [796,] 1.1570530 5.1883899 2.6416182 0.4886426 2.0563657 1.7965969 2.8090091 0.7174020
## [797,] 1.3633030 1.2086603 0.4211247 0.6459580 1.8957458 0.8914428 0.8779139 0.7291819
## [798,] 0.7020094 2.0231382 0.9480765 1.3322833 0.3270744 0.6460325 1.4704661 1.3619800
## [799,] 3.7565381 0.2762968 0.8176153 0.5607938 0.4756839 1.7020556 0.6335412 3.7664969
## [800,] 1.8193251 2.1846099 0.9376612 0.9124282 2.9433116 0.6504086 0.6173920 1.3114452
## [801,] 0.9372528 0.4378065 0.9220673 0.9674130 1.9391701 0.4183815 0.9462754 0.6399900
## [802,] 0.3436737 1.4124991 0.4497698 2.0196080 0.7247290 0.5716451 1.0785349 1.1423490
## [803,] 0.4485068 1.2666335 0.6581807 1.9979628 0.4873002 0.8919048 0.5406858 2.3197772
## [804,] 2.2379575 1.5845425 1.0674524 0.9740062 2.1517483 1.1793991 0.9938381 1.1867176
## [805,] 1.0725334 0.5394012 0.2757048 0.3862926 0.4779421 0.9000689 3.0537646 0.8976074
## [806,] 0.9835840 0.4507754 0.8862630 0.4719377 0.8819167 2.0733672 0.4366008 0.4739588
## [807,] 1.3484916 0.8742068 0.5423453 0.4281882 0.4699026 2.8572907 0.6602821 0.9619098
## [808,] 0.5867707 0.7084925 0.5615351 1.4311339 1.1273510 0.5209042 0.8570720 0.4453493
## [809,] 1.6194084 2.3148120 1.8436285 1.4578126 1.3496144 1.5885313 0.4266961 0.2751149
## [810,] 0.8294637 0.6415702 0.8579214 2.1235077 0.8371292 0.4614291 1.3636985 0.7336355
## [811,] 0.7418806 1.5395998 1.5688881 0.5159214 0.5328590 1.2536518 0.8752636 0.5912822
## [812,] 1.8623269 1.4611572 0.9983558 0.7703212 0.4856296 0.4256618 0.7555111 1.0627536
## [813,] 1.3387224 1.3968598 0.6831562 0.5474693 0.7804666 0.9707649 0.6956214 0.8459303
## [814,] 1.0428735 0.2861096 0.3893058 0.8402249 0.6660711 1.1150406 0.8201977 1.8661310
## [815,] 0.3387369 0.6088143 1.8248053 0.4904355 0.9842961 1.8097174 0.4801631 0.9112942
## [816,] 1.9760959 0.5279268 0.7790381 1.1982005 0.3467494 0.6220176 0.7288793 0.8950953
## [817,] 0.6905567 0.6796433 3.8578015 0.8216375 1.0088223 0.9784987 1.0222991 0.2915679
## [818,] 0.3230318 1.1179742 0.3353435 1.4473268 1.5856667 0.4283265 0.5682985 0.8306391
## [819,] 0.2169979 0.5763694 0.6320207 3.0508909 0.5776919 0.5134656 0.7574989 0.3998829
## [820,] 1.7185364 1.6975888 0.4763987 0.7046217 0.3405069 0.6907691 1.1787972 0.5845049
## [821,] 0.6786256 0.5714841 1.5115188 1.6019060 0.4163581 0.5832036 0.7053063 0.6482781
## [822,] 0.5312595 1.0391632 0.8291562 1.4138807 0.5997922 0.6843063 0.7146195 0.7230432
## [823,] 0.8901003 1.9092574 0.5715605 0.4919381 0.5543383 1.4723013 0.3788837 0.6331429
## [824,] 0.5227833 0.8158575 0.3962140 1.1287636 1.7766087 0.2921790 0.4517839 1.1071808
## [825,] 0.4439239 2.2110228 0.7942953 0.6724562 0.8554839 0.7837303 0.7264101 0.6208951
## [826,] 0.8988056 0.5826300 0.6483679 0.7794388 0.3839208 0.3185785 0.7498717 1.2920086
## [827,] 0.9767890 0.4762335 0.6296714 1.5549775 1.1701702 0.5975994 0.9557555 0.6782283
## [828,] 1.7669147 0.7922265 1.6169686 2.9639253 0.4746643 1.1093614 0.9740542 0.5252261
## [829,] 0.9414048 0.3086664 0.4753651 0.4523529 0.1995032 0.4403420 0.7292572 0.8512301
## [830,] 0.4320524 2.4003958 0.8471622 0.9365414 0.8380887 1.9057334 0.9698344 0.4804988
## [831,] 0.6802763 0.6332501 2.6790256 1.9225602 0.4772560 1.0128261 0.8436030 0.7293598
## [832,] 0.4143437 0.8532756 0.3089612 0.4515861 0.8727913 0.8639440 0.3961621 0.3959400
## [833,] 2.4520995 0.9787894 0.5336501 0.2694888 0.6489636 0.4036976 0.8449532 0.4633871
## [834,] 0.7096220 0.6220040 1.3995118 1.0000809 2.0115179 0.5616048 0.3225228 1.2030755
## [835,] 0.6722875 0.8376275 1.7733797 2.0671542 0.7542754 0.3252679 0.6280157 0.7668009
## [836,] 0.9034660 0.2564807 0.4134141 0.7888309 0.5815265 3.0560733 3.6295932 0.6388707
## [837,] 0.5685520 2.2824140 2.2786355 0.5096128 0.8361169 1.1652904 0.7808481 1.7308146
## [838,] 1.6818086 1.9348475 0.7709166 0.6214075 0.4270914 0.9246975 3.2905913 0.3660960
## [839,] 0.8881703 0.7360132 1.0491975 0.4068746 0.6658442 0.7736846 0.3570100 0.7856018
## [840,] 1.3936362 2.0732015 1.2103207 2.1576268 0.5303361 0.5069405 2.0106827 0.2920774
## [841,] 1.0804000 0.8531880 1.5165519 0.6886192 1.3429922 1.6793666 0.8814918 2.1882851
## [842,] 0.3661317 0.5385937 0.7222210 0.6213328 0.7637234 2.7205612 0.5735792 1.0319207
## [843,] 0.5661716 0.6572277 2.0166152 1.7883998 0.6614574 1.1146677 1.4852202 1.2272761
## [844,] 0.9001233 0.5843946 2.5396152 0.8024545 0.3660968 0.7512864 0.8491014 2.0054073
## [845,] 0.6167583 0.6852510 0.7470921 0.6812920 0.7192214 0.3071077 0.5355429 1.1031039
## [846,] 0.9296435 1.1376123 1.0173291 0.6322618 1.2913608 0.5155740 0.3917162 0.3896337
## [847,] 0.7087518 0.7656766 0.6419535 0.5118436 0.6533878 0.3360121 1.1574086 0.4927320
## [848,] 0.5772309 0.3381785 0.7017255 0.6024356 1.0122560 0.6489401 0.5683072 0.3919934
## [849,] 0.9178715 3.0556892 1.1543696 1.2876167 0.2495920 1.1419966 0.8280058 0.2224725
## [850,] 0.8196303 1.3890557 1.4935203 0.5396824 0.6146063 1.5304550 1.9550512 0.3586064
## [851,] 0.6382280 0.3107004 0.4502755 0.3453428 2.6533194 1.3040790 1.9694700 0.3301961
## [852,] 0.2130854 2.6986912 0.5332108 1.0534384 0.6364353 1.1577062 0.5307553 0.8099773
## [853,] 0.4298881 0.3281797 0.5679207 0.4029181 1.0782551 0.4259194 0.4085477 0.4482791
## [854,] 1.8186647 1.0405041 1.0014885 0.7665155 1.2121862 0.8713612 0.9508130 3.9115397
## [855,] 0.6789460 0.3440524 1.3995328 2.0841127 0.5087149 1.1710141 0.4355296 0.7010778
## [856,] 0.3802635 1.9872808 0.9887939 0.4806441 1.1449487 0.7846022 0.8208022 0.5491458
## [857,] 0.6462014 0.4498785 0.3271230 1.0226624 0.3115876 0.8950703 1.1333016 1.2732788
## [858,] 1.8602997 0.3820550 0.4497819 1.8406123 1.5807530 1.0247595 0.4957171 0.4268137
## [859,] 0.2174620 1.0024281 2.5361710 1.9622362 0.5046945 1.0324543 1.8984696 2.5268043
## [860,] 1.0465026 0.6210513 0.7017262 2.3143940 0.2830361 0.5453084 1.7703315 0.6624559
## [861,] 1.5367194 0.6360143 1.5020314 0.5557803 0.7052656 1.0680461 3.0663323 0.6621185
## [862,] 0.5939314 0.3102214 2.2159639 0.6490130 0.6137127 0.7863153 1.5920323 0.4223054
## [863,] 0.3530533 1.0766826 0.4346324 0.5092638 0.4971323 0.5665037 1.6156192 0.9404378
## [864,] 1.1162986 0.4419597 0.7042703 0.9178241 0.6102328 1.1627948 0.2950246 2.3148816
## [865,] 0.6616689 0.4840475 0.7985778 0.5194665 0.8235363 0.3937836 2.6078159 1.8022027
## [866,] 0.5539735 1.0910844 1.1399582 0.8346518 1.0081761 1.3698002 0.8437372 1.3556584
## [867,] 2.4111308 0.9630305 1.0076322 1.9247538 2.5469996 1.2963466 0.5413680 5.0699331
## [868,] 0.7872005 0.9469870 0.8065247 0.2839261 1.3654864 2.6179107 2.2679543 0.5634962
## [869,] 1.1051014 0.2777035 1.1980327 0.3641724 0.3364980 1.2479492 1.0453870 0.3911514
## [870,] 1.8457555 0.8786663 0.4858553 0.7917116 2.1545120 0.6883747 1.2784351 1.6888814
## [871,] 1.0288305 1.5245301 0.7785337 1.8130269 1.3865074 0.7626421 0.8513674 0.5412622
## [872,] 0.6169590 1.3679612 1.4959008 2.1899386 1.8228214 0.5774000 1.0130374 0.8055854
## [873,] 1.0127168 1.7619864 0.9774766 1.1009553 0.7770652 0.4934756 0.8871863 1.0380794
## [874,] 0.2810822 0.3821890 0.4437595 1.0989004 0.8267843 1.4092043 0.8133278 1.0323884
## [875,] 2.1778486 0.9804889 0.7983259 1.0168122 1.1969882 1.2669752 0.5973175 0.5746086
## [876,] 1.1530458 0.7581549 0.8243820 1.1585707 0.5396153 1.4473747 0.6224474 1.0742610
## [877,] 0.5989099 0.5860291 1.1510536 1.0099788 0.7627196 1.2666261 1.6184427 0.7567410
## [878,] 0.4255060 2.0311964 0.4063913 0.3099506 0.3475755 0.5751597 0.3923428 2.0899555
## [879,] 1.1367643 0.4701244 1.3131692 0.6971254 0.6122049 0.5912869 0.4461076 1.4440834
## [880,] 1.4095830 0.8478211 0.7095219 0.3853635 0.4631010 0.4155767 0.3859454 0.7965495
## [881,] 0.4415581 0.5834785 1.9348859 1.6889015 1.4649063 2.5090565 0.4205515 1.3604711
## [882,] 1.9051616 4.4015015 0.2887427 2.6309453 0.6766628 0.4184296 0.8504231 0.8615371
## [883,] 1.7462206 0.9124897 0.3993131 0.7063129 0.9903633 1.9440819 0.9017587 0.8596691
## [884,] 0.5358722 0.6255849 0.9396364 0.3854856 0.4652446 1.5877659 0.4917697 0.3711254
## [885,] 0.6589649 1.4264567 0.5372191 0.7636958 0.3665860 0.4748197 0.9633958 0.7389997
## [886,] 1.4756562 0.9140440 1.1424530 0.3433643 0.9449930 0.7070805 1.4763993 0.3844683
## [887,] 0.9675703 1.2645569 1.1877470 0.3206212 0.4900985 0.7494301 0.4870685 0.8352950
## [888,] 0.6143765 1.3954156 0.4053295 1.6779008 3.7865427 0.3963816 0.9154477 0.4347302
## [889,] 1.3863968 1.4302911 0.4353250 1.1874242 0.8223419 0.7980971 1.2103277 1.0852221
## [890,] 1.6222925 1.9090326 0.3204757 0.5743990 2.0161027 1.2258220 0.5843781 0.3502022
## [891,] 0.6827541 0.2933619 0.3505342 0.4696182 2.1104126 0.7207675 0.2567548 1.0818947
## [892,] 0.5527836 0.5807908 0.7246224 0.4376275 0.3845314 1.1362093 0.9697548 0.3154700
## [893,] 0.3647247 0.8168394 2.1796674 0.4224391 0.5950601 1.1354925 0.3533389 0.9271483
## [894,] 1.9825087 1.8292161 2.4032452 0.6484724 0.7753905 1.3639295 0.5706885 0.3712744
## [895,] 0.5559767 0.3135721 0.4120510 1.0518607 0.6881815 1.2662846 0.6985252 1.2212811
## [896,] 1.4242604 0.6975718 0.5039828 0.7406078 1.1367682 1.0755045 0.3854404 0.7186313
## [897,] 0.2798530 0.9257427 0.6927074 0.9595471 0.9562614 1.1159646 1.5434900 0.8118668
## [898,] 1.5458250 0.9101831 0.3113426 0.7784910 1.7551667 0.5220345 0.6754868 0.9134522
## [899,] 0.8267465 1.3196892 0.8132259 0.8303625 0.6348305 2.2075974 0.8124157 0.8473500
## [900,] 0.5446899 0.4473661 0.6896481 0.8101110 1.8835323 2.0456189 0.5384628 0.8018727
## [901,] 0.4793644 0.3834028 1.3521484 0.5735486 0.6402678 0.6181874 0.8466931 0.3732340
## [902,] 1.5220540 0.8309174 0.5570944 0.4582467 1.8719263 1.2807654 2.6340707 0.3313944
## [903,] 1.2322180 1.0285450 0.4423243 0.7851124 0.5087846 0.5198292 0.6837161 0.7469936
## [904,] 1.3664409 0.6580116 1.5696140 1.8794690 0.3998610 0.5221411 0.5856131 0.5513728
## [905,] 0.4188513 3.6695644 0.6245670 1.2763014 1.7164591 1.0743615 0.9038595 1.0577377
## [906,] 0.8838700 0.7790294 0.6112293 0.3551324 0.8213795 0.6081835 1.5340760 0.5239145
## [907,] 1.5620111 0.6194886 0.4007344 0.8172623 1.0113952 0.4379638 0.8587790 0.7955426
## [908,] 1.0079034 1.3344998 0.3870472 0.8025303 0.7102602 0.7114206 2.7568360 1.3020617
## [909,] 1.5907269 1.5944303 0.8039584 1.2863290 1.0059979 0.9620383 0.4825938 0.5727297
## [910,] 0.2751632 3.3401227 0.8042894 0.4722517 1.6607035 0.5439965 1.2206455 2.5675657
## [911,] 0.9720297 0.3642145 0.7886600 0.7023830 1.7312644 1.1772064 0.7969002 0.8033172
## [912,] 0.7994597 0.8610769 0.5446566 0.7151207 0.7515321 1.0124936 0.5600428 0.6912778
## [913,] 1.2586029 0.9449910 0.4182256 1.6701794 1.5442056 0.5369662 0.9130448 0.9022536
## [914,] 0.8825585 0.5670711 0.3344483 3.0518943 1.1050728 1.5543910 0.5805889 2.7210589
## [915,] 1.1349795 1.7169543 0.8149627 0.3800007 1.0165065 0.6737888 1.2671315 0.5200074
## [916,] 0.3776988 0.4021751 0.6281810 0.7945345 0.9587088 0.7299316 0.7660118 0.9736630
## [917,] 2.5279410 0.8230202 1.8087717 1.3178307 1.2966736 1.0806331 0.4968274 1.0068164
## [918,] 1.5280872 1.0824473 1.3817075 1.0422605 1.1668074 1.4384952 0.3639576 2.9672426
## [919,] 0.3787046 0.9111642 1.6912306 1.1538441 0.6090897 0.5240899 0.5081367 0.2588564
## [920,] 0.6992638 1.3697073 0.5360359 0.4514303 0.6149678 1.1321664 1.0600212 0.6372374
## [921,] 0.2864657 0.6097262 1.2073556 0.2838852 2.2564380 0.3961918 0.5639589 0.3319511
## [922,] 1.1247221 0.5976634 1.8702710 0.2848823 6.2191399 0.3673958 1.8300935 1.7691285
## [923,] 1.2288694 0.2438629 0.6222712 1.0295352 1.6049350 0.9539015 3.2541665 1.5116596
## [924,] 0.6587228 0.7851868 0.8187515 0.9634156 2.1986669 0.6570357 4.4582062 0.9678208
## [925,] 0.5887746 2.2103675 0.5814566 1.0177798 0.8390252 1.8528544 0.2879942 1.0695568
## [926,] 0.8121291 1.9299621 0.3213164 0.8767544 1.3456637 1.4936508 0.9552589 0.2985392
## [927,] 0.6460228 1.0832536 1.7803446 0.7002826 1.6947059 1.4045600 0.8618796 1.4476003
## [928,] 1.5168263 0.4917817 1.1799766 1.2501322 0.5720612 0.5791024 1.9771998 0.9749706
## [929,] 1.0388256 2.3330016 0.4282346 0.8136643 2.2368124 3.0000087 0.4764657 0.5842401
## [930,] 2.2037321 0.5644459 1.2922049 0.4006641 0.4365209 1.4526809 0.5774170 1.4390487
## [931,] 1.6136634 0.5739397 1.6929677 1.4584425 0.6731265 2.2091281 1.0187349 1.1992252
## [932,] 3.7994322 1.4761168 0.5864817 0.4251388 0.7573062 1.5765931 0.7809578 0.4063171
## [933,] 0.4473214 0.9553916 1.1556616 0.6016341 0.4548148 2.1513273 2.4567191 1.4950644
## [934,] 0.7939138 0.7254165 2.3083170 0.4909936 0.5501333 1.1997543 0.7048194 3.3078871
## [935,] 0.5199322 1.8670156 1.6133128 1.3193600 2.6244984 0.3861383 0.5882880 1.3419058
## [936,] 1.8188424 1.7358525 1.0937607 1.2140432 0.2868779 0.5466226 0.3374246 0.7972798
## [937,] 0.8849314 0.4880497 0.6454088 0.9033363 0.7907443 0.9140479 2.0830268 0.8723307
## [938,] 0.6373670 1.0298793 0.6589303 0.7653442 0.5517010 0.6174442 2.1167177 0.3583298
## [939,] 0.5288313 1.6007498 0.9449342 1.2195887 1.3252360 0.3407120 0.9372584 0.5385257
## [940,] 3.0533446 0.4936456 1.2002605 2.5232270 0.7128610 0.5604227 0.4870849 1.3512666
## [941,] 0.5875099 0.6739989 0.8745421 0.9855017 1.0273343 1.8454352 1.9639996 0.8525738
## [942,] 0.5701887 2.4392234 0.9403315 0.4463833 1.0990932 0.4254396 0.6937181 1.1053489
## [943,] 0.6052549 2.3509767 0.9334712 1.2338643 1.1679687 0.4312599 0.2190641 0.7021051
## [944,] 0.7884034 0.3247651 1.0866403 1.3067393 0.9017679 1.0262592 1.8265410 0.3797495
## [945,] 0.6433840 2.7779130 0.9921295 1.2083689 0.3872656 0.4586038 0.9716425 1.5203816
## [946,] 1.6573281 0.4599747 0.6158482 0.5963873 0.6194265 0.6050447 1.8002910 1.5557103
## [947,] 1.0453802 1.7535398 0.3843171 1.2283268 0.2774015 0.7435705 4.7455007 0.5858155
## [948,] 0.3984671 0.2659564 0.5104328 2.9025978 1.2777483 0.5587482 1.8720528 0.9507907
## [949,] 0.9956649 1.2997653 0.6828461 1.2967657 2.6490336 1.3480823 0.8247963 0.9552292
## [950,] 0.4862761 0.6607855 1.6888064 0.8651751 0.4903174 1.2742458 0.5684972 0.5593814
## [951,] 0.3887271 0.5674149 0.6393730 0.3212096 0.7748259 0.7110711 1.3863247 0.8112299
## [952,] 0.9700631 0.5965177 0.9788248 0.8578426 0.6282907 0.6303591 0.9055456 1.3041723
## [953,] 0.3078379 0.6128945 0.5391569 2.3004477 1.6598500 0.4498086 0.4339483 1.1273307
## [954,] 0.4819526 1.6025927 0.8644481 2.3873458 0.9593323 1.2217320 0.9730737 0.5642221
## [955,] 0.7566599 1.1121744 0.5434275 0.3850245 0.9815253 1.4209211 1.7721039 1.8272905
## [956,] 0.3482971 0.2713339 1.1787902 0.9334168 0.8320278 0.8438661 1.1192948 0.9063627
## [957,] 2.6903258 1.2230914 0.8947586 0.5935847 3.9139787 0.8462092 0.9609625 1.2050747
## [958,] 0.5970873 1.5371586 0.9005813 0.8689531 0.3690266 1.2102386 0.5897219 0.7810217
## [959,] 0.6869125 0.2894792 1.4055030 0.4811286 1.0438583 0.5173793 0.3376217 0.8355544
## [960,] 0.4284109 0.3541319 0.7735691 0.6409187 0.9743536 1.9429309 1.4912571 4.4826823
## [961,] 0.8061701 1.4312605 0.6782814 1.1909492 0.3182714 1.2986176 0.8598547 1.0291752
## [962,] 0.6689377 0.3627607 0.3855251 0.8127882 0.6734855 2.6431661 1.6501119 1.1424017
## [963,] 1.4837843 0.6821614 0.8329387 1.3811364 0.4458052 2.1064539 0.2970009 0.2785013
## [964,] 2.4552598 1.8468114 0.3178312 1.1419930 2.8923028 0.7920529 1.2744366 0.5617410
## [965,] 0.5506166 0.2587439 0.2205909 0.6408147 1.0844177 0.4445054 2.2766352 0.1902391
## [966,] 0.3502248 0.5502276 0.7348046 1.0375135 2.1784709 0.7380612 0.2580126 0.4612795
## [967,] 0.5601229 0.4173467 2.7189600 0.3859433 0.5184137 0.6785987 0.4467189 0.7529692
## [968,] 3.5861167 0.6178388 0.9026112 0.2050822 0.4650996 0.3565279 1.0747101 0.7713463
## [969,] 0.6349407 0.2613966 0.9121496 0.8933982 1.0984482 0.6279416 0.5774642 0.5160924
## [970,] 0.8457308 0.6784461 1.6450011 1.0521996 0.7297540 0.2448304 0.9459492 3.3378833
## [971,] 2.1018760 2.1935630 0.6062053 1.2088636 3.6031945 0.7857345 0.6609622 1.7997200
## [972,] 1.1265108 0.9452901 1.7173077 1.1221208 3.8629964 1.6217083 1.1260396 1.6690899
## [973,] 0.3736848 1.3883223 1.6279835 0.5562764 0.6517266 0.2340631 0.3504997 0.4846210
## [974,] 1.9620465 1.7272261 1.0442689 0.7284566 1.1331252 0.2471793 1.5503294 1.6602764
## [975,] 0.6808882 0.3169334 2.3478716 0.4188554 0.4847027 0.5295212 0.4139192 0.5080886
## [976,] 0.8676328 0.3819469 0.9788522 0.9819942 0.7264960 0.5784227 1.5932764 0.5706137
## [977,] 1.1042197 1.3160713 1.1101975 0.9558199 0.4385713 0.9335522 0.7444107 0.4382996
## [978,] 0.5418091 0.2795429 0.4344041 0.9986072 0.3034049 0.9537103 2.9429840 0.2876503
## [979,] 0.6860637 1.8377618 0.4219753 0.4629390 0.6130912 0.6233169 1.2633031 1.1272148
## [980,] 0.9999487 0.6844846 0.6299070 1.8307104 0.7420730 1.8995599 1.6283838 1.5566613
## [981,] 0.3822203 1.2905647 0.3272907 2.1408768 1.0439956 0.6003774 0.6474182 0.4237584
## [982,] 0.4278032 0.5486152 0.5580347 0.9787157 0.7092021 3.8122388 0.6942791 0.6201493
## [983,] 0.4649727 0.5681049 1.7127979 0.2789429 0.6154244 1.1899208 0.3123721 0.7839334
## [984,] 1.3020528 1.4432487 1.5094153 0.7334152 2.2804366 0.4889113 1.7163179 1.9123465
## [985,] 1.3431046 1.0060239 1.3785456 1.4846547 1.0862191 1.9462058 1.2581766 1.3100711
## [986,] 0.2155295 0.5088306 2.0860272 0.4278540 1.0066575 0.7028982 0.5335594 0.6935445
## [987,] 0.8858302 0.6155427 0.8421829 2.1609618 0.5835700 0.7129955 0.8386495 1.0378942
## [988,] 0.2213674 1.6179841 0.3514560 1.2259858 0.6056131 0.4587658 0.5356386 1.1217456
## [989,] 1.0174671 1.3413392 0.2901173 1.0001549 1.9025047 3.1047917 1.1781764 0.6824585
## [990,] 1.1025325 0.5668918 1.1338303 0.4667605 1.0210139 0.5402957 1.0400993 2.2505784
## [991,] 0.4147952 1.4840172 0.8400485 0.1977563 0.7766324 2.6434399 0.4300826 1.1377211
## [992,] 0.6091345 0.2435434 0.2042248 0.5759238 1.1086589 0.5385633 0.3548577 0.4910425
## [993,] 1.0952050 1.2543862 1.7788826 1.5072800 0.6123299 1.6043280 0.6405400 2.7483898
## [994,] 0.2030592 1.5482240 0.4489083 0.2962987 2.2869765 1.3044762 0.7467469 0.3629791
## [995,] 0.6988974 0.7698892 2.0359466 1.9876398 0.4731145 1.1056780 0.2967521 2.2138877
## [996,] 0.3126706 0.4832693 1.2704904 1.0982305 1.7673658 1.1085120 0.6941805 0.6873816
## [997,] 0.3252895 0.7321354 0.2735134 0.3943001 1.1322625 1.1597121 0.5785435 2.1656003
## [998,] 0.9514128 0.4915141 0.3992756 1.3462067 0.6973750 1.6427623 1.2948316 0.3215802
## [999,] 1.3511648 1.1946004 1.0358707 1.6136520 1.1731958 1.9450919 2.1463134 1.5775307
##
## $model.matrix
## (Intercept) Site1 Oxygen1 Hours Lib.size
## Certovo_Anoxic_Glucose_Labelled_12_10 1 1 1 12 49455
## Certovo_Anoxic_Glucose_Labelled_12_11 1 1 1 12 46128
## Certovo_Anoxic_Glucose_Labelled_12_12 1 1 1 12 49323
## Certovo_Anoxic_Glucose_Labelled_12_13 1 1 1 12 52254
## Certovo_Anoxic_Glucose_Labelled_12_14 1 1 1 12 57375
## Certovo_Anoxic_Glucose_Labelled_12_15 1 1 1 12 57374
## Certovo_Anoxic_Glucose_Labelled_12_16 1 1 1 12 43086
## Certovo_Anoxic_Glucose_Labelled_12_2 1 1 1 12 57034
## Certovo_Anoxic_Glucose_Labelled_12_3 1 1 1 12 59151
## Certovo_Anoxic_Glucose_Labelled_12_4 1 1 1 12 38281
## Certovo_Anoxic_Glucose_Labelled_12_5 1 1 1 12 51760
## Certovo_Anoxic_Glucose_Labelled_12_6 1 1 1 12 61096
## Certovo_Anoxic_Glucose_Labelled_12_7 1 1 1 12 61226
## Certovo_Anoxic_Glucose_Labelled_12_8 1 1 1 12 46353
## Certovo_Anoxic_Glucose_Labelled_12_9 1 1 1 12 41929
## Certovo_Anoxic_Glucose_Labelled_216_10 1 1 1 216 58183
## Certovo_Anoxic_Glucose_Labelled_216_11 1 1 1 216 61303
## Certovo_Anoxic_Glucose_Labelled_216_12 1 1 1 216 54935
## Certovo_Anoxic_Glucose_Labelled_216_13 1 1 1 216 70845
## Certovo_Anoxic_Glucose_Labelled_216_14 1 1 1 216 53425
## Certovo_Anoxic_Glucose_Labelled_216_15 1 1 1 216 54706
## Certovo_Anoxic_Glucose_Labelled_216_16 1 1 1 216 53566
## Certovo_Anoxic_Glucose_Labelled_216_17 1 1 1 216 46541
## Certovo_Anoxic_Glucose_Labelled_216_18 1 1 1 216 52816
## Certovo_Anoxic_Glucose_Labelled_216_4 1 1 1 216 56321
## Certovo_Anoxic_Glucose_Labelled_216_5 1 1 1 216 61136
## Certovo_Anoxic_Glucose_Labelled_216_6 1 1 1 216 58598
## Certovo_Anoxic_Glucose_Labelled_216_7 1 1 1 216 54434
## Certovo_Anoxic_Glucose_Labelled_216_8 1 1 1 216 90660
## Certovo_Anoxic_Glucose_Labelled_216_9 1 1 1 216 58333
## Certovo_Anoxic_Glucose_Labelled_24_10 1 1 1 24 54972
## Certovo_Anoxic_Glucose_Labelled_24_11 1 1 1 24 44112
## Certovo_Anoxic_Glucose_Labelled_24_12 1 1 1 24 47990
## Certovo_Anoxic_Glucose_Labelled_24_13 1 1 1 24 40310
## Certovo_Anoxic_Glucose_Labelled_24_14 1 1 1 24 34666
## Certovo_Anoxic_Glucose_Labelled_24_15 1 1 1 24 43014
## Certovo_Anoxic_Glucose_Labelled_24_16 1 1 1 24 49435
## Certovo_Anoxic_Glucose_Labelled_24_17 1 1 1 24 28061
## Certovo_Anoxic_Glucose_Labelled_24_18 1 1 1 24 54270
## Certovo_Anoxic_Glucose_Labelled_24_19 1 1 1 24 50048
## Certovo_Anoxic_Glucose_Labelled_24_5 1 1 1 24 66167
## Certovo_Anoxic_Glucose_Labelled_24_6 1 1 1 24 54956
## Certovo_Anoxic_Glucose_Labelled_24_7 1 1 1 24 52782
## Certovo_Anoxic_Glucose_Labelled_24_8 1 1 1 24 60838
## Certovo_Anoxic_Glucose_Labelled_24_9 1 1 1 24 47896
## Certovo_Anoxic_Glucose_Labelled_48_10 1 1 1 48 48218
## Certovo_Anoxic_Glucose_Labelled_48_11 1 1 1 48 46383
## Certovo_Anoxic_Glucose_Labelled_48_12 1 1 1 48 49214
## Certovo_Anoxic_Glucose_Labelled_48_13 1 1 1 48 67937
## Certovo_Anoxic_Glucose_Labelled_48_14 1 1 1 48 51253
## Certovo_Anoxic_Glucose_Labelled_48_15 1 1 1 48 38943
## Certovo_Anoxic_Glucose_Labelled_48_16 1 1 1 48 36011
## Certovo_Anoxic_Glucose_Labelled_48_17 1 1 1 48 39730
## Certovo_Anoxic_Glucose_Labelled_48_18 1 1 1 48 44679
## Certovo_Anoxic_Glucose_Labelled_48_19 1 1 1 48 48068
## Certovo_Anoxic_Glucose_Labelled_48_5 1 1 1 48 45305
## Certovo_Anoxic_Glucose_Labelled_48_6 1 1 1 48 39166
## Certovo_Anoxic_Glucose_Labelled_48_7 1 1 1 48 42958
## Certovo_Anoxic_Glucose_Labelled_48_8 1 1 1 48 41267
## Certovo_Anoxic_Glucose_Labelled_48_9 1 1 1 48 38655
## Certovo_Anoxic_Glucose_Unlabelled_216_10 1 1 1 216 49621
## Certovo_Anoxic_Glucose_Unlabelled_216_11 1 1 1 216 49211
## Certovo_Anoxic_Glucose_Unlabelled_216_12 1 1 1 216 50004
## Certovo_Anoxic_Glucose_Unlabelled_216_13 1 1 1 216 50047
## Certovo_Anoxic_Glucose_Unlabelled_216_14 1 1 1 216 39901
## Certovo_Anoxic_Glucose_Unlabelled_216_15 1 1 1 216 46941
## Certovo_Anoxic_Glucose_Unlabelled_216_16 1 1 1 216 46104
## Certovo_Anoxic_Glucose_Unlabelled_216_17 1 1 1 216 38441
## Certovo_Anoxic_Glucose_Unlabelled_216_18 1 1 1 216 41421
## Certovo_Anoxic_Glucose_Unlabelled_216_4 1 1 1 216 58205
## Certovo_Anoxic_Glucose_Unlabelled_216_5 1 1 1 216 42287
## Certovo_Anoxic_Glucose_Unlabelled_216_6 1 1 1 216 39229
## Certovo_Anoxic_Glucose_Unlabelled_216_7 1 1 1 216 45652
## Certovo_Anoxic_Glucose_Unlabelled_216_8 1 1 1 216 8342
## Certovo_Anoxic_Glucose_Unlabelled_216_9 1 1 1 216 31598
## Certovo_Oxic_Glucose_Labelled_12_10 1 1 -1 12 50079
## Certovo_Oxic_Glucose_Labelled_12_11 1 1 -1 12 44033
## Certovo_Oxic_Glucose_Labelled_12_12 1 1 -1 12 52838
## Certovo_Oxic_Glucose_Labelled_12_13 1 1 -1 12 56495
## Certovo_Oxic_Glucose_Labelled_12_14 1 1 -1 12 63651
## Certovo_Oxic_Glucose_Labelled_12_15 1 1 -1 12 63052
## Certovo_Oxic_Glucose_Labelled_12_16 1 1 -1 12 62528
## Certovo_Oxic_Glucose_Labelled_12_17 1 1 -1 12 39965
## Certovo_Oxic_Glucose_Labelled_12_3 1 1 -1 12 15677
## Certovo_Oxic_Glucose_Labelled_12_4 1 1 -1 12 13930
## Certovo_Oxic_Glucose_Labelled_12_5 1 1 -1 12 4533
## Certovo_Oxic_Glucose_Labelled_12_6 1 1 -1 12 18447
## Certovo_Oxic_Glucose_Labelled_12_7 1 1 -1 12 28696
## Certovo_Oxic_Glucose_Labelled_12_8 1 1 -1 12 29414
## Certovo_Oxic_Glucose_Labelled_12_9 1 1 -1 12 53816
## Certovo_Oxic_Glucose_Labelled_24_10 1 1 -1 24 44600
## Certovo_Oxic_Glucose_Labelled_24_11 1 1 -1 24 39461
## Certovo_Oxic_Glucose_Labelled_24_12 1 1 -1 24 39140
## Certovo_Oxic_Glucose_Labelled_24_13 1 1 -1 24 40732
## Certovo_Oxic_Glucose_Labelled_24_14 1 1 -1 24 41324
## Certovo_Oxic_Glucose_Labelled_24_15 1 1 -1 24 47278
## Certovo_Oxic_Glucose_Labelled_24_16 1 1 -1 24 40816
## Certovo_Oxic_Glucose_Labelled_24_17 1 1 -1 24 43051
## Certovo_Oxic_Glucose_Labelled_24_3 1 1 -1 24 51773
## Certovo_Oxic_Glucose_Labelled_24_4 1 1 -1 24 46052
## Certovo_Oxic_Glucose_Labelled_24_5 1 1 -1 24 47160
## Certovo_Oxic_Glucose_Labelled_24_6 1 1 -1 24 55192
## Certovo_Oxic_Glucose_Labelled_24_7 1 1 -1 24 64632
## Certovo_Oxic_Glucose_Labelled_24_8 1 1 -1 24 66226
## Certovo_Oxic_Glucose_Labelled_24_9 1 1 -1 24 46697
## Certovo_Oxic_Glucose_Labelled_48_10 1 1 -1 48 40038
## Certovo_Oxic_Glucose_Labelled_48_11 1 1 -1 48 47983
## Certovo_Oxic_Glucose_Labelled_48_12 1 1 -1 48 44033
## Certovo_Oxic_Glucose_Labelled_48_13 1 1 -1 48 41607
## Certovo_Oxic_Glucose_Labelled_48_14 1 1 -1 48 53672
## Certovo_Oxic_Glucose_Labelled_48_15 1 1 -1 48 45258
## Certovo_Oxic_Glucose_Labelled_48_16 1 1 -1 48 47462
## Certovo_Oxic_Glucose_Labelled_48_2 1 1 -1 48 66412
## Certovo_Oxic_Glucose_Labelled_48_3 1 1 -1 48 53103
## Certovo_Oxic_Glucose_Labelled_48_4 1 1 -1 48 48843
## Certovo_Oxic_Glucose_Labelled_48_5 1 1 -1 48 52932
## Certovo_Oxic_Glucose_Labelled_48_6 1 1 -1 48 52465
## Certovo_Oxic_Glucose_Labelled_48_7 1 1 -1 48 53751
## Certovo_Oxic_Glucose_Labelled_48_8 1 1 -1 48 47477
## Certovo_Oxic_Glucose_Labelled_48_9 1 1 -1 48 47390
## Certovo_Oxic_Glucose_Labelled_72_10 1 1 -1 72 39440
## Certovo_Oxic_Glucose_Labelled_72_11 1 1 -1 72 44632
## Certovo_Oxic_Glucose_Labelled_72_12 1 1 -1 72 43885
## Certovo_Oxic_Glucose_Labelled_72_13 1 1 -1 72 43554
## Certovo_Oxic_Glucose_Labelled_72_14 1 1 -1 72 48601
## Certovo_Oxic_Glucose_Labelled_72_15 1 1 -1 72 40970
## Certovo_Oxic_Glucose_Labelled_72_16 1 1 -1 72 52415
## Certovo_Oxic_Glucose_Labelled_72_2 1 1 -1 72 47706
## Certovo_Oxic_Glucose_Labelled_72_3 1 1 -1 72 46741
## Certovo_Oxic_Glucose_Labelled_72_4 1 1 -1 72 48867
## Certovo_Oxic_Glucose_Labelled_72_5 1 1 -1 72 44737
## Certovo_Oxic_Glucose_Labelled_72_6 1 1 -1 72 50110
## Certovo_Oxic_Glucose_Labelled_72_7 1 1 -1 72 43812
## Certovo_Oxic_Glucose_Labelled_72_8 1 1 -1 72 43617
## Certovo_Oxic_Glucose_Labelled_72_9 1 1 -1 72 44648
## Certovo_Oxic_Glucose_Unlabelled_72_10 1 1 -1 72 49688
## Certovo_Oxic_Glucose_Unlabelled_72_11 1 1 -1 72 42957
## Certovo_Oxic_Glucose_Unlabelled_72_12 1 1 -1 72 41376
## Certovo_Oxic_Glucose_Unlabelled_72_13 1 1 -1 72 42723
## Certovo_Oxic_Glucose_Unlabelled_72_14 1 1 -1 72 43129
## Certovo_Oxic_Glucose_Unlabelled_72_15 1 1 -1 72 47368
## Certovo_Oxic_Glucose_Unlabelled_72_16 1 1 -1 72 45673
## Certovo_Oxic_Glucose_Unlabelled_72_2 1 1 -1 72 51085
## Certovo_Oxic_Glucose_Unlabelled_72_3 1 1 -1 72 39707
## Certovo_Oxic_Glucose_Unlabelled_72_4 1 1 -1 72 50507
## Certovo_Oxic_Glucose_Unlabelled_72_5 1 1 -1 72 44095
## Certovo_Oxic_Glucose_Unlabelled_72_6 1 1 -1 72 47931
## Certovo_Oxic_Glucose_Unlabelled_72_7 1 1 -1 72 40668
## Certovo_Oxic_Glucose_Unlabelled_72_8 1 1 -1 72 53887
## Certovo_Oxic_Glucose_Unlabelled_72_9 1 1 -1 72 49588
## Plesne_Anoxic_Glucose_Labelled_12_10 1 -1 1 12 59133
## Plesne_Anoxic_Glucose_Labelled_12_11 1 -1 1 12 47744
## Plesne_Anoxic_Glucose_Labelled_12_12 1 -1 1 12 49141
## Plesne_Anoxic_Glucose_Labelled_12_13 1 -1 1 12 50177
## Plesne_Anoxic_Glucose_Labelled_12_14 1 -1 1 12 57828
## Plesne_Anoxic_Glucose_Labelled_12_15 1 -1 1 12 46208
## Plesne_Anoxic_Glucose_Labelled_12_16 1 -1 1 12 42136
## Plesne_Anoxic_Glucose_Labelled_12_2 1 -1 1 12 25558
## Plesne_Anoxic_Glucose_Labelled_12_3 1 -1 1 12 56692
## Plesne_Anoxic_Glucose_Labelled_12_4 1 -1 1 12 53351
## Plesne_Anoxic_Glucose_Labelled_12_5 1 -1 1 12 65965
## Plesne_Anoxic_Glucose_Labelled_12_6 1 -1 1 12 55848
## Plesne_Anoxic_Glucose_Labelled_12_7 1 -1 1 12 73232
## Plesne_Anoxic_Glucose_Labelled_12_8 1 -1 1 12 75376
## Plesne_Anoxic_Glucose_Labelled_12_9 1 -1 1 12 47743
## Plesne_Anoxic_Glucose_Labelled_216_10 1 -1 1 216 48970
## Plesne_Anoxic_Glucose_Labelled_216_11 1 -1 1 216 48957
## Plesne_Anoxic_Glucose_Labelled_216_12 1 -1 1 216 45240
## Plesne_Anoxic_Glucose_Labelled_216_13 1 -1 1 216 51547
## Plesne_Anoxic_Glucose_Labelled_216_14 1 -1 1 216 46873
## Plesne_Anoxic_Glucose_Labelled_216_15 1 -1 1 216 58509
## Plesne_Anoxic_Glucose_Labelled_216_16 1 -1 1 216 56027
## Plesne_Anoxic_Glucose_Labelled_216_17 1 -1 1 216 60546
## Plesne_Anoxic_Glucose_Labelled_216_18 1 -1 1 216 52453
## Plesne_Anoxic_Glucose_Labelled_216_19 1 -1 1 216 54446
## Plesne_Anoxic_Glucose_Labelled_216_5 1 -1 1 216 53399
## Plesne_Anoxic_Glucose_Labelled_216_6 1 -1 1 216 64343
## Plesne_Anoxic_Glucose_Labelled_216_7 1 -1 1 216 52477
## Plesne_Anoxic_Glucose_Labelled_216_8 1 -1 1 216 66341
## Plesne_Anoxic_Glucose_Labelled_216_9 1 -1 1 216 60401
## Plesne_Anoxic_Glucose_Labelled_24_10 1 -1 1 24 58763
## Plesne_Anoxic_Glucose_Labelled_24_11 1 -1 1 24 62552
## Plesne_Anoxic_Glucose_Labelled_24_12 1 -1 1 24 50220
## Plesne_Anoxic_Glucose_Labelled_24_13 1 -1 1 24 40972
## Plesne_Anoxic_Glucose_Labelled_24_14 1 -1 1 24 49505
## Plesne_Anoxic_Glucose_Labelled_24_15 1 -1 1 24 42622
## Plesne_Anoxic_Glucose_Labelled_24_16 1 -1 1 24 47937
## Plesne_Anoxic_Glucose_Labelled_24_2 1 -1 1 24 65372
## Plesne_Anoxic_Glucose_Labelled_24_3 1 -1 1 24 55959
## Plesne_Anoxic_Glucose_Labelled_24_4 1 -1 1 24 59387
## Plesne_Anoxic_Glucose_Labelled_24_5 1 -1 1 24 54171
## Plesne_Anoxic_Glucose_Labelled_24_6 1 -1 1 24 54279
## Plesne_Anoxic_Glucose_Labelled_24_7 1 -1 1 24 46879
## Plesne_Anoxic_Glucose_Labelled_24_8 1 -1 1 24 45407
## Plesne_Anoxic_Glucose_Labelled_24_9 1 -1 1 24 51268
## Plesne_Anoxic_Glucose_Labelled_48_10 1 -1 1 48 48056
## Plesne_Anoxic_Glucose_Labelled_48_11 1 -1 1 48 51791
## Plesne_Anoxic_Glucose_Labelled_48_12 1 -1 1 48 50361
## Plesne_Anoxic_Glucose_Labelled_48_13 1 -1 1 48 46453
## Plesne_Anoxic_Glucose_Labelled_48_14 1 -1 1 48 40000
## Plesne_Anoxic_Glucose_Labelled_48_15 1 -1 1 48 58126
## Plesne_Anoxic_Glucose_Labelled_48_16 1 -1 1 48 13357
## Plesne_Anoxic_Glucose_Labelled_48_2 1 -1 1 48 9606
## Plesne_Anoxic_Glucose_Labelled_48_3 1 -1 1 48 44090
## Plesne_Anoxic_Glucose_Labelled_48_4 1 -1 1 48 4730
## Plesne_Anoxic_Glucose_Labelled_48_5 1 -1 1 48 1466
## Plesne_Anoxic_Glucose_Labelled_48_6 1 -1 1 48 55119
## Plesne_Anoxic_Glucose_Labelled_48_7 1 -1 1 48 54294
## Plesne_Anoxic_Glucose_Labelled_48_8 1 -1 1 48 53053
## Plesne_Anoxic_Glucose_Labelled_48_9 1 -1 1 48 45101
## Plesne_Anoxic_Glucose_Unlabelled_216_10 1 -1 1 216 50993
## Plesne_Anoxic_Glucose_Unlabelled_216_11 1 -1 1 216 50650
## Plesne_Anoxic_Glucose_Unlabelled_216_12 1 -1 1 216 55851
## Plesne_Anoxic_Glucose_Unlabelled_216_13 1 -1 1 216 27070
## Plesne_Anoxic_Glucose_Unlabelled_216_14 1 -1 1 216 46300
## Plesne_Anoxic_Glucose_Unlabelled_216_15 1 -1 1 216 48214
## Plesne_Anoxic_Glucose_Unlabelled_216_16 1 -1 1 216 57771
## Plesne_Anoxic_Glucose_Unlabelled_216_17 1 -1 1 216 58455
## Plesne_Anoxic_Glucose_Unlabelled_216_18 1 -1 1 216 62785
## Plesne_Anoxic_Glucose_Unlabelled_216_19 1 -1 1 216 58693
## Plesne_Anoxic_Glucose_Unlabelled_216_5 1 -1 1 216 59515
## Plesne_Anoxic_Glucose_Unlabelled_216_6 1 -1 1 216 61433
## Plesne_Anoxic_Glucose_Unlabelled_216_7 1 -1 1 216 54040
## Plesne_Anoxic_Glucose_Unlabelled_216_8 1 -1 1 216 56837
## Plesne_Anoxic_Glucose_Unlabelled_216_9 1 -1 1 216 53947
## Plesne_Oxic_Glucose_Labelled_12_10 1 -1 -1 12 19478
## Plesne_Oxic_Glucose_Labelled_12_11 1 -1 -1 12 21474
## Plesne_Oxic_Glucose_Labelled_12_12 1 -1 -1 12 18416
## Plesne_Oxic_Glucose_Labelled_12_13 1 -1 -1 12 19080
## Plesne_Oxic_Glucose_Labelled_12_14 1 -1 -1 12 51880
## Plesne_Oxic_Glucose_Labelled_12_15 1 -1 -1 12 14110
## Plesne_Oxic_Glucose_Labelled_12_16 1 -1 -1 12 15937
## Plesne_Oxic_Glucose_Labelled_12_17 1 -1 -1 12 19518
## Plesne_Oxic_Glucose_Labelled_12_3 1 -1 -1 12 13012
## Plesne_Oxic_Glucose_Labelled_12_4 1 -1 -1 12 11039
## Plesne_Oxic_Glucose_Labelled_12_5 1 -1 -1 12 20412
## Plesne_Oxic_Glucose_Labelled_12_6 1 -1 -1 12 21188
## Plesne_Oxic_Glucose_Labelled_12_7 1 -1 -1 12 18472
## Plesne_Oxic_Glucose_Labelled_12_8 1 -1 -1 12 21166
## Plesne_Oxic_Glucose_Labelled_12_9 1 -1 -1 12 21316
## Plesne_Oxic_Glucose_Labelled_24_10 1 -1 -1 24 12252
## Plesne_Oxic_Glucose_Labelled_24_11 1 -1 -1 24 18608
## Plesne_Oxic_Glucose_Labelled_24_12 1 -1 -1 24 21635
## Plesne_Oxic_Glucose_Labelled_24_13 1 -1 -1 24 13432
## Plesne_Oxic_Glucose_Labelled_24_14 1 -1 -1 24 17957
## Plesne_Oxic_Glucose_Labelled_24_15 1 -1 -1 24 15610
## Plesne_Oxic_Glucose_Labelled_24_16 1 -1 -1 24 15155
## Plesne_Oxic_Glucose_Labelled_24_17 1 -1 -1 24 13158
## Plesne_Oxic_Glucose_Labelled_24_18 1 -1 -1 24 51489
## Plesne_Oxic_Glucose_Labelled_24_4 1 -1 -1 24 18648
## Plesne_Oxic_Glucose_Labelled_24_5 1 -1 -1 24 18832
## Plesne_Oxic_Glucose_Labelled_24_6 1 -1 -1 24 16395
## Plesne_Oxic_Glucose_Labelled_24_7 1 -1 -1 24 17117
## Plesne_Oxic_Glucose_Labelled_24_8 1 -1 -1 24 16558
## Plesne_Oxic_Glucose_Labelled_24_9 1 -1 -1 24 19777
## Plesne_Oxic_Glucose_Labelled_48_10 1 -1 -1 48 16003
## Plesne_Oxic_Glucose_Labelled_48_11 1 -1 -1 48 14229
## Plesne_Oxic_Glucose_Labelled_48_12 1 -1 -1 48 16479
## Plesne_Oxic_Glucose_Labelled_48_13 1 -1 -1 48 12773
## Plesne_Oxic_Glucose_Labelled_48_14 1 -1 -1 48 16780
## Plesne_Oxic_Glucose_Labelled_48_15 1 -1 -1 48 17592
## Plesne_Oxic_Glucose_Labelled_48_16 1 -1 -1 48 18478
## Plesne_Oxic_Glucose_Labelled_48_2 1 -1 -1 48 17638
## Plesne_Oxic_Glucose_Labelled_48_3 1 -1 -1 48 15664
## Plesne_Oxic_Glucose_Labelled_48_4 1 -1 -1 48 19586
## Plesne_Oxic_Glucose_Labelled_48_5 1 -1 -1 48 17284
## Plesne_Oxic_Glucose_Labelled_48_6 1 -1 -1 48 21932
## Plesne_Oxic_Glucose_Labelled_48_7 1 -1 -1 48 17115
## Plesne_Oxic_Glucose_Labelled_48_8 1 -1 -1 48 13934
## Plesne_Oxic_Glucose_Labelled_48_9 1 -1 -1 48 16655
## Plesne_Oxic_Glucose_Labelled_72_10 1 -1 -1 72 15710
## Plesne_Oxic_Glucose_Labelled_72_11 1 -1 -1 72 14684
## Plesne_Oxic_Glucose_Labelled_72_12 1 -1 -1 72 11632
## Plesne_Oxic_Glucose_Labelled_72_13 1 -1 -1 72 15725
## Plesne_Oxic_Glucose_Labelled_72_14 1 -1 -1 72 17867
## Plesne_Oxic_Glucose_Labelled_72_15 1 -1 -1 72 48186
## Plesne_Oxic_Glucose_Labelled_72_16 1 -1 -1 72 12492
## Plesne_Oxic_Glucose_Labelled_72_17 1 -1 -1 72 20963
## Plesne_Oxic_Glucose_Labelled_72_18 1 -1 -1 72 21078
## Plesne_Oxic_Glucose_Labelled_72_4 1 -1 -1 72 17079
## Plesne_Oxic_Glucose_Labelled_72_5 1 -1 -1 72 16332
## Plesne_Oxic_Glucose_Labelled_72_6 1 -1 -1 72 23489
## Plesne_Oxic_Glucose_Labelled_72_7 1 -1 -1 72 13309
## Plesne_Oxic_Glucose_Labelled_72_8 1 -1 -1 72 15547
## Plesne_Oxic_Glucose_Labelled_72_9 1 -1 -1 72 16848
## Plesne_Oxic_Glucose_Unlabelled_72_10 1 -1 -1 72 40815
## Plesne_Oxic_Glucose_Unlabelled_72_11 1 -1 -1 72 15198
## Plesne_Oxic_Glucose_Unlabelled_72_12 1 -1 -1 72 51095
## Plesne_Oxic_Glucose_Unlabelled_72_13 1 -1 -1 72 17107
## Plesne_Oxic_Glucose_Unlabelled_72_14 1 -1 -1 72 22175
## Plesne_Oxic_Glucose_Unlabelled_72_15 1 -1 -1 72 17453
## Plesne_Oxic_Glucose_Unlabelled_72_16 1 -1 -1 72 23277
## Plesne_Oxic_Glucose_Unlabelled_72_17 1 -1 -1 72 20521
## Plesne_Oxic_Glucose_Unlabelled_72_3 1 -1 -1 72 25572
## Plesne_Oxic_Glucose_Unlabelled_72_4 1 -1 -1 72 30133
## Plesne_Oxic_Glucose_Unlabelled_72_5 1 -1 -1 72 24176
## Plesne_Oxic_Glucose_Unlabelled_72_6 1 -1 -1 72 47277
## Plesne_Oxic_Glucose_Unlabelled_72_7 1 -1 -1 72 41199
## Plesne_Oxic_Glucose_Unlabelled_72_8 1 -1 -1 72 38030
## Plesne_Oxic_Glucose_Unlabelled_72_9 1 -1 -1 72 43142
## Site1:Oxygen1 Site1:Hours Oxygen1:Hours
## Certovo_Anoxic_Glucose_Labelled_12_10 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_11 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_12 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_13 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_14 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_15 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_16 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_2 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_3 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_4 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_5 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_6 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_7 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_8 1 12 12
## Certovo_Anoxic_Glucose_Labelled_12_9 1 12 12
## Certovo_Anoxic_Glucose_Labelled_216_10 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_11 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_12 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_13 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_14 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_15 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_16 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_17 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_18 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_4 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_5 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_6 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_7 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_8 1 216 216
## Certovo_Anoxic_Glucose_Labelled_216_9 1 216 216
## Certovo_Anoxic_Glucose_Labelled_24_10 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_11 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_12 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_13 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_14 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_15 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_16 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_17 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_18 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_19 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_5 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_6 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_7 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_8 1 24 24
## Certovo_Anoxic_Glucose_Labelled_24_9 1 24 24
## Certovo_Anoxic_Glucose_Labelled_48_10 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_11 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_12 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_13 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_14 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_15 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_16 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_17 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_18 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_19 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_5 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_6 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_7 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_8 1 48 48
## Certovo_Anoxic_Glucose_Labelled_48_9 1 48 48
## Certovo_Anoxic_Glucose_Unlabelled_216_10 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_11 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_12 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_13 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_14 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_15 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_16 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_17 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_18 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_4 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_5 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_6 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_7 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_8 1 216 216
## Certovo_Anoxic_Glucose_Unlabelled_216_9 1 216 216
## Certovo_Oxic_Glucose_Labelled_12_10 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_11 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_12 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_13 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_14 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_15 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_16 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_17 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_3 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_4 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_5 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_6 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_7 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_8 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_12_9 -1 12 -12
## Certovo_Oxic_Glucose_Labelled_24_10 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_11 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_12 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_13 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_14 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_15 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_16 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_17 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_3 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_4 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_5 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_6 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_7 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_8 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_24_9 -1 24 -24
## Certovo_Oxic_Glucose_Labelled_48_10 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_11 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_12 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_13 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_14 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_15 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_16 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_2 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_3 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_4 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_5 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_6 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_7 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_8 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_48_9 -1 48 -48
## Certovo_Oxic_Glucose_Labelled_72_10 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_11 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_12 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_13 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_14 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_15 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_16 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_2 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_3 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_4 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_5 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_6 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_7 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_8 -1 72 -72
## Certovo_Oxic_Glucose_Labelled_72_9 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_10 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_11 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_12 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_13 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_14 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_15 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_16 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_2 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_3 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_4 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_5 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_6 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_7 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_8 -1 72 -72
## Certovo_Oxic_Glucose_Unlabelled_72_9 -1 72 -72
## Plesne_Anoxic_Glucose_Labelled_12_10 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_11 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_12 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_13 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_14 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_15 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_16 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_2 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_3 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_4 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_5 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_6 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_7 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_8 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_12_9 -1 -12 12
## Plesne_Anoxic_Glucose_Labelled_216_10 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_11 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_12 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_13 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_14 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_15 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_16 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_17 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_18 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_19 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_5 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_6 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_7 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_8 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_216_9 -1 -216 216
## Plesne_Anoxic_Glucose_Labelled_24_10 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_11 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_12 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_13 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_14 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_15 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_16 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_2 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_3 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_4 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_5 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_6 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_7 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_8 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_24_9 -1 -24 24
## Plesne_Anoxic_Glucose_Labelled_48_10 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_11 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_12 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_13 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_14 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_15 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_16 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_2 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_3 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_4 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_5 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_6 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_7 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_8 -1 -48 48
## Plesne_Anoxic_Glucose_Labelled_48_9 -1 -48 48
## Plesne_Anoxic_Glucose_Unlabelled_216_10 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_11 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_12 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_13 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_14 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_15 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_16 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_17 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_18 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_19 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_5 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_6 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_7 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_8 -1 -216 216
## Plesne_Anoxic_Glucose_Unlabelled_216_9 -1 -216 216
## Plesne_Oxic_Glucose_Labelled_12_10 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_11 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_12 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_13 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_14 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_15 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_16 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_17 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_3 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_4 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_5 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_6 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_7 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_8 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_12_9 1 -12 -12
## Plesne_Oxic_Glucose_Labelled_24_10 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_11 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_12 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_13 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_14 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_15 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_16 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_17 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_18 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_4 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_5 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_6 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_7 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_8 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_24_9 1 -24 -24
## Plesne_Oxic_Glucose_Labelled_48_10 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_11 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_12 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_13 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_14 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_15 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_16 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_2 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_3 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_4 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_5 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_6 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_7 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_8 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_48_9 1 -48 -48
## Plesne_Oxic_Glucose_Labelled_72_10 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_11 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_12 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_13 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_14 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_15 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_16 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_17 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_18 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_4 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_5 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_6 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_7 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_8 1 -72 -72
## Plesne_Oxic_Glucose_Labelled_72_9 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_10 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_11 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_12 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_13 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_14 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_15 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_16 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_17 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_3 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_4 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_5 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_6 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_7 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_8 1 -72 -72
## Plesne_Oxic_Glucose_Unlabelled_72_9 1 -72 -72
## Site1:Oxygen1:Hours
## Certovo_Anoxic_Glucose_Labelled_12_10 12
## Certovo_Anoxic_Glucose_Labelled_12_11 12
## Certovo_Anoxic_Glucose_Labelled_12_12 12
## Certovo_Anoxic_Glucose_Labelled_12_13 12
## Certovo_Anoxic_Glucose_Labelled_12_14 12
## Certovo_Anoxic_Glucose_Labelled_12_15 12
## Certovo_Anoxic_Glucose_Labelled_12_16 12
## Certovo_Anoxic_Glucose_Labelled_12_2 12
## Certovo_Anoxic_Glucose_Labelled_12_3 12
## Certovo_Anoxic_Glucose_Labelled_12_4 12
## Certovo_Anoxic_Glucose_Labelled_12_5 12
## Certovo_Anoxic_Glucose_Labelled_12_6 12
## Certovo_Anoxic_Glucose_Labelled_12_7 12
## Certovo_Anoxic_Glucose_Labelled_12_8 12
## Certovo_Anoxic_Glucose_Labelled_12_9 12
## Certovo_Anoxic_Glucose_Labelled_216_10 216
## Certovo_Anoxic_Glucose_Labelled_216_11 216
## Certovo_Anoxic_Glucose_Labelled_216_12 216
## Certovo_Anoxic_Glucose_Labelled_216_13 216
## Certovo_Anoxic_Glucose_Labelled_216_14 216
## Certovo_Anoxic_Glucose_Labelled_216_15 216
## Certovo_Anoxic_Glucose_Labelled_216_16 216
## Certovo_Anoxic_Glucose_Labelled_216_17 216
## Certovo_Anoxic_Glucose_Labelled_216_18 216
## Certovo_Anoxic_Glucose_Labelled_216_4 216
## Certovo_Anoxic_Glucose_Labelled_216_5 216
## Certovo_Anoxic_Glucose_Labelled_216_6 216
## Certovo_Anoxic_Glucose_Labelled_216_7 216
## Certovo_Anoxic_Glucose_Labelled_216_8 216
## Certovo_Anoxic_Glucose_Labelled_216_9 216
## Certovo_Anoxic_Glucose_Labelled_24_10 24
## Certovo_Anoxic_Glucose_Labelled_24_11 24
## Certovo_Anoxic_Glucose_Labelled_24_12 24
## Certovo_Anoxic_Glucose_Labelled_24_13 24
## Certovo_Anoxic_Glucose_Labelled_24_14 24
## Certovo_Anoxic_Glucose_Labelled_24_15 24
## Certovo_Anoxic_Glucose_Labelled_24_16 24
## Certovo_Anoxic_Glucose_Labelled_24_17 24
## Certovo_Anoxic_Glucose_Labelled_24_18 24
## Certovo_Anoxic_Glucose_Labelled_24_19 24
## Certovo_Anoxic_Glucose_Labelled_24_5 24
## Certovo_Anoxic_Glucose_Labelled_24_6 24
## Certovo_Anoxic_Glucose_Labelled_24_7 24
## Certovo_Anoxic_Glucose_Labelled_24_8 24
## Certovo_Anoxic_Glucose_Labelled_24_9 24
## Certovo_Anoxic_Glucose_Labelled_48_10 48
## Certovo_Anoxic_Glucose_Labelled_48_11 48
## Certovo_Anoxic_Glucose_Labelled_48_12 48
## Certovo_Anoxic_Glucose_Labelled_48_13 48
## Certovo_Anoxic_Glucose_Labelled_48_14 48
## Certovo_Anoxic_Glucose_Labelled_48_15 48
## Certovo_Anoxic_Glucose_Labelled_48_16 48
## Certovo_Anoxic_Glucose_Labelled_48_17 48
## Certovo_Anoxic_Glucose_Labelled_48_18 48
## Certovo_Anoxic_Glucose_Labelled_48_19 48
## Certovo_Anoxic_Glucose_Labelled_48_5 48
## Certovo_Anoxic_Glucose_Labelled_48_6 48
## Certovo_Anoxic_Glucose_Labelled_48_7 48
## Certovo_Anoxic_Glucose_Labelled_48_8 48
## Certovo_Anoxic_Glucose_Labelled_48_9 48
## Certovo_Anoxic_Glucose_Unlabelled_216_10 216
## Certovo_Anoxic_Glucose_Unlabelled_216_11 216
## Certovo_Anoxic_Glucose_Unlabelled_216_12 216
## Certovo_Anoxic_Glucose_Unlabelled_216_13 216
## Certovo_Anoxic_Glucose_Unlabelled_216_14 216
## Certovo_Anoxic_Glucose_Unlabelled_216_15 216
## Certovo_Anoxic_Glucose_Unlabelled_216_16 216
## Certovo_Anoxic_Glucose_Unlabelled_216_17 216
## Certovo_Anoxic_Glucose_Unlabelled_216_18 216
## Certovo_Anoxic_Glucose_Unlabelled_216_4 216
## Certovo_Anoxic_Glucose_Unlabelled_216_5 216
## Certovo_Anoxic_Glucose_Unlabelled_216_6 216
## Certovo_Anoxic_Glucose_Unlabelled_216_7 216
## Certovo_Anoxic_Glucose_Unlabelled_216_8 216
## Certovo_Anoxic_Glucose_Unlabelled_216_9 216
## Certovo_Oxic_Glucose_Labelled_12_10 -12
## Certovo_Oxic_Glucose_Labelled_12_11 -12
## Certovo_Oxic_Glucose_Labelled_12_12 -12
## Certovo_Oxic_Glucose_Labelled_12_13 -12
## Certovo_Oxic_Glucose_Labelled_12_14 -12
## Certovo_Oxic_Glucose_Labelled_12_15 -12
## Certovo_Oxic_Glucose_Labelled_12_16 -12
## Certovo_Oxic_Glucose_Labelled_12_17 -12
## Certovo_Oxic_Glucose_Labelled_12_3 -12
## Certovo_Oxic_Glucose_Labelled_12_4 -12
## Certovo_Oxic_Glucose_Labelled_12_5 -12
## Certovo_Oxic_Glucose_Labelled_12_6 -12
## Certovo_Oxic_Glucose_Labelled_12_7 -12
## Certovo_Oxic_Glucose_Labelled_12_8 -12
## Certovo_Oxic_Glucose_Labelled_12_9 -12
## Certovo_Oxic_Glucose_Labelled_24_10 -24
## Certovo_Oxic_Glucose_Labelled_24_11 -24
## Certovo_Oxic_Glucose_Labelled_24_12 -24
## Certovo_Oxic_Glucose_Labelled_24_13 -24
## Certovo_Oxic_Glucose_Labelled_24_14 -24
## Certovo_Oxic_Glucose_Labelled_24_15 -24
## Certovo_Oxic_Glucose_Labelled_24_16 -24
## Certovo_Oxic_Glucose_Labelled_24_17 -24
## Certovo_Oxic_Glucose_Labelled_24_3 -24
## Certovo_Oxic_Glucose_Labelled_24_4 -24
## Certovo_Oxic_Glucose_Labelled_24_5 -24
## Certovo_Oxic_Glucose_Labelled_24_6 -24
## Certovo_Oxic_Glucose_Labelled_24_7 -24
## Certovo_Oxic_Glucose_Labelled_24_8 -24
## Certovo_Oxic_Glucose_Labelled_24_9 -24
## Certovo_Oxic_Glucose_Labelled_48_10 -48
## Certovo_Oxic_Glucose_Labelled_48_11 -48
## Certovo_Oxic_Glucose_Labelled_48_12 -48
## Certovo_Oxic_Glucose_Labelled_48_13 -48
## Certovo_Oxic_Glucose_Labelled_48_14 -48
## Certovo_Oxic_Glucose_Labelled_48_15 -48
## Certovo_Oxic_Glucose_Labelled_48_16 -48
## Certovo_Oxic_Glucose_Labelled_48_2 -48
## Certovo_Oxic_Glucose_Labelled_48_3 -48
## Certovo_Oxic_Glucose_Labelled_48_4 -48
## Certovo_Oxic_Glucose_Labelled_48_5 -48
## Certovo_Oxic_Glucose_Labelled_48_6 -48
## Certovo_Oxic_Glucose_Labelled_48_7 -48
## Certovo_Oxic_Glucose_Labelled_48_8 -48
## Certovo_Oxic_Glucose_Labelled_48_9 -48
## Certovo_Oxic_Glucose_Labelled_72_10 -72
## Certovo_Oxic_Glucose_Labelled_72_11 -72
## Certovo_Oxic_Glucose_Labelled_72_12 -72
## Certovo_Oxic_Glucose_Labelled_72_13 -72
## Certovo_Oxic_Glucose_Labelled_72_14 -72
## Certovo_Oxic_Glucose_Labelled_72_15 -72
## Certovo_Oxic_Glucose_Labelled_72_16 -72
## Certovo_Oxic_Glucose_Labelled_72_2 -72
## Certovo_Oxic_Glucose_Labelled_72_3 -72
## Certovo_Oxic_Glucose_Labelled_72_4 -72
## Certovo_Oxic_Glucose_Labelled_72_5 -72
## Certovo_Oxic_Glucose_Labelled_72_6 -72
## Certovo_Oxic_Glucose_Labelled_72_7 -72
## Certovo_Oxic_Glucose_Labelled_72_8 -72
## Certovo_Oxic_Glucose_Labelled_72_9 -72
## Certovo_Oxic_Glucose_Unlabelled_72_10 -72
## Certovo_Oxic_Glucose_Unlabelled_72_11 -72
## Certovo_Oxic_Glucose_Unlabelled_72_12 -72
## Certovo_Oxic_Glucose_Unlabelled_72_13 -72
## Certovo_Oxic_Glucose_Unlabelled_72_14 -72
## Certovo_Oxic_Glucose_Unlabelled_72_15 -72
## Certovo_Oxic_Glucose_Unlabelled_72_16 -72
## Certovo_Oxic_Glucose_Unlabelled_72_2 -72
## Certovo_Oxic_Glucose_Unlabelled_72_3 -72
## Certovo_Oxic_Glucose_Unlabelled_72_4 -72
## Certovo_Oxic_Glucose_Unlabelled_72_5 -72
## Certovo_Oxic_Glucose_Unlabelled_72_6 -72
## Certovo_Oxic_Glucose_Unlabelled_72_7 -72
## Certovo_Oxic_Glucose_Unlabelled_72_8 -72
## Certovo_Oxic_Glucose_Unlabelled_72_9 -72
## Plesne_Anoxic_Glucose_Labelled_12_10 -12
## Plesne_Anoxic_Glucose_Labelled_12_11 -12
## Plesne_Anoxic_Glucose_Labelled_12_12 -12
## Plesne_Anoxic_Glucose_Labelled_12_13 -12
## Plesne_Anoxic_Glucose_Labelled_12_14 -12
## Plesne_Anoxic_Glucose_Labelled_12_15 -12
## Plesne_Anoxic_Glucose_Labelled_12_16 -12
## Plesne_Anoxic_Glucose_Labelled_12_2 -12
## Plesne_Anoxic_Glucose_Labelled_12_3 -12
## Plesne_Anoxic_Glucose_Labelled_12_4 -12
## Plesne_Anoxic_Glucose_Labelled_12_5 -12
## Plesne_Anoxic_Glucose_Labelled_12_6 -12
## Plesne_Anoxic_Glucose_Labelled_12_7 -12
## Plesne_Anoxic_Glucose_Labelled_12_8 -12
## Plesne_Anoxic_Glucose_Labelled_12_9 -12
## Plesne_Anoxic_Glucose_Labelled_216_10 -216
## Plesne_Anoxic_Glucose_Labelled_216_11 -216
## Plesne_Anoxic_Glucose_Labelled_216_12 -216
## Plesne_Anoxic_Glucose_Labelled_216_13 -216
## Plesne_Anoxic_Glucose_Labelled_216_14 -216
## Plesne_Anoxic_Glucose_Labelled_216_15 -216
## Plesne_Anoxic_Glucose_Labelled_216_16 -216
## Plesne_Anoxic_Glucose_Labelled_216_17 -216
## Plesne_Anoxic_Glucose_Labelled_216_18 -216
## Plesne_Anoxic_Glucose_Labelled_216_19 -216
## Plesne_Anoxic_Glucose_Labelled_216_5 -216
## Plesne_Anoxic_Glucose_Labelled_216_6 -216
## Plesne_Anoxic_Glucose_Labelled_216_7 -216
## Plesne_Anoxic_Glucose_Labelled_216_8 -216
## Plesne_Anoxic_Glucose_Labelled_216_9 -216
## Plesne_Anoxic_Glucose_Labelled_24_10 -24
## Plesne_Anoxic_Glucose_Labelled_24_11 -24
## Plesne_Anoxic_Glucose_Labelled_24_12 -24
## Plesne_Anoxic_Glucose_Labelled_24_13 -24
## Plesne_Anoxic_Glucose_Labelled_24_14 -24
## Plesne_Anoxic_Glucose_Labelled_24_15 -24
## Plesne_Anoxic_Glucose_Labelled_24_16 -24
## Plesne_Anoxic_Glucose_Labelled_24_2 -24
## Plesne_Anoxic_Glucose_Labelled_24_3 -24
## Plesne_Anoxic_Glucose_Labelled_24_4 -24
## Plesne_Anoxic_Glucose_Labelled_24_5 -24
## Plesne_Anoxic_Glucose_Labelled_24_6 -24
## Plesne_Anoxic_Glucose_Labelled_24_7 -24
## Plesne_Anoxic_Glucose_Labelled_24_8 -24
## Plesne_Anoxic_Glucose_Labelled_24_9 -24
## Plesne_Anoxic_Glucose_Labelled_48_10 -48
## Plesne_Anoxic_Glucose_Labelled_48_11 -48
## Plesne_Anoxic_Glucose_Labelled_48_12 -48
## Plesne_Anoxic_Glucose_Labelled_48_13 -48
## Plesne_Anoxic_Glucose_Labelled_48_14 -48
## Plesne_Anoxic_Glucose_Labelled_48_15 -48
## Plesne_Anoxic_Glucose_Labelled_48_16 -48
## Plesne_Anoxic_Glucose_Labelled_48_2 -48
## Plesne_Anoxic_Glucose_Labelled_48_3 -48
## Plesne_Anoxic_Glucose_Labelled_48_4 -48
## Plesne_Anoxic_Glucose_Labelled_48_5 -48
## Plesne_Anoxic_Glucose_Labelled_48_6 -48
## Plesne_Anoxic_Glucose_Labelled_48_7 -48
## Plesne_Anoxic_Glucose_Labelled_48_8 -48
## Plesne_Anoxic_Glucose_Labelled_48_9 -48
## Plesne_Anoxic_Glucose_Unlabelled_216_10 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_11 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_12 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_13 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_14 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_15 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_16 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_17 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_18 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_19 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_5 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_6 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_7 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_8 -216
## Plesne_Anoxic_Glucose_Unlabelled_216_9 -216
## Plesne_Oxic_Glucose_Labelled_12_10 12
## Plesne_Oxic_Glucose_Labelled_12_11 12
## Plesne_Oxic_Glucose_Labelled_12_12 12
## Plesne_Oxic_Glucose_Labelled_12_13 12
## Plesne_Oxic_Glucose_Labelled_12_14 12
## Plesne_Oxic_Glucose_Labelled_12_15 12
## Plesne_Oxic_Glucose_Labelled_12_16 12
## Plesne_Oxic_Glucose_Labelled_12_17 12
## Plesne_Oxic_Glucose_Labelled_12_3 12
## Plesne_Oxic_Glucose_Labelled_12_4 12
## Plesne_Oxic_Glucose_Labelled_12_5 12
## Plesne_Oxic_Glucose_Labelled_12_6 12
## Plesne_Oxic_Glucose_Labelled_12_7 12
## Plesne_Oxic_Glucose_Labelled_12_8 12
## Plesne_Oxic_Glucose_Labelled_12_9 12
## Plesne_Oxic_Glucose_Labelled_24_10 24
## Plesne_Oxic_Glucose_Labelled_24_11 24
## Plesne_Oxic_Glucose_Labelled_24_12 24
## Plesne_Oxic_Glucose_Labelled_24_13 24
## Plesne_Oxic_Glucose_Labelled_24_14 24
## Plesne_Oxic_Glucose_Labelled_24_15 24
## Plesne_Oxic_Glucose_Labelled_24_16 24
## Plesne_Oxic_Glucose_Labelled_24_17 24
## Plesne_Oxic_Glucose_Labelled_24_18 24
## Plesne_Oxic_Glucose_Labelled_24_4 24
## Plesne_Oxic_Glucose_Labelled_24_5 24
## Plesne_Oxic_Glucose_Labelled_24_6 24
## Plesne_Oxic_Glucose_Labelled_24_7 24
## Plesne_Oxic_Glucose_Labelled_24_8 24
## Plesne_Oxic_Glucose_Labelled_24_9 24
## Plesne_Oxic_Glucose_Labelled_48_10 48
## Plesne_Oxic_Glucose_Labelled_48_11 48
## Plesne_Oxic_Glucose_Labelled_48_12 48
## Plesne_Oxic_Glucose_Labelled_48_13 48
## Plesne_Oxic_Glucose_Labelled_48_14 48
## Plesne_Oxic_Glucose_Labelled_48_15 48
## Plesne_Oxic_Glucose_Labelled_48_16 48
## Plesne_Oxic_Glucose_Labelled_48_2 48
## Plesne_Oxic_Glucose_Labelled_48_3 48
## Plesne_Oxic_Glucose_Labelled_48_4 48
## Plesne_Oxic_Glucose_Labelled_48_5 48
## Plesne_Oxic_Glucose_Labelled_48_6 48
## Plesne_Oxic_Glucose_Labelled_48_7 48
## Plesne_Oxic_Glucose_Labelled_48_8 48
## Plesne_Oxic_Glucose_Labelled_48_9 48
## Plesne_Oxic_Glucose_Labelled_72_10 72
## Plesne_Oxic_Glucose_Labelled_72_11 72
## Plesne_Oxic_Glucose_Labelled_72_12 72
## Plesne_Oxic_Glucose_Labelled_72_13 72
## Plesne_Oxic_Glucose_Labelled_72_14 72
## Plesne_Oxic_Glucose_Labelled_72_15 72
## Plesne_Oxic_Glucose_Labelled_72_16 72
## Plesne_Oxic_Glucose_Labelled_72_17 72
## Plesne_Oxic_Glucose_Labelled_72_18 72
## Plesne_Oxic_Glucose_Labelled_72_4 72
## Plesne_Oxic_Glucose_Labelled_72_5 72
## Plesne_Oxic_Glucose_Labelled_72_6 72
## Plesne_Oxic_Glucose_Labelled_72_7 72
## Plesne_Oxic_Glucose_Labelled_72_8 72
## Plesne_Oxic_Glucose_Labelled_72_9 72
## Plesne_Oxic_Glucose_Unlabelled_72_10 72
## Plesne_Oxic_Glucose_Unlabelled_72_11 72
## Plesne_Oxic_Glucose_Unlabelled_72_12 72
## Plesne_Oxic_Glucose_Unlabelled_72_13 72
## Plesne_Oxic_Glucose_Unlabelled_72_14 72
## Plesne_Oxic_Glucose_Unlabelled_72_15 72
## Plesne_Oxic_Glucose_Unlabelled_72_16 72
## Plesne_Oxic_Glucose_Unlabelled_72_17 72
## Plesne_Oxic_Glucose_Unlabelled_72_3 72
## Plesne_Oxic_Glucose_Unlabelled_72_4 72
## Plesne_Oxic_Glucose_Unlabelled_72_5 72
## Plesne_Oxic_Glucose_Unlabelled_72_6 72
## Plesne_Oxic_Glucose_Unlabelled_72_7 72
## Plesne_Oxic_Glucose_Unlabelled_72_8 72
## Plesne_Oxic_Glucose_Unlabelled_72_9 72
##
## $terms
## vegdist(otu_table(Ps_obj_SIP_merged_filt3), method = "bray") ~
## Site * Oxygen * Hours + Lib.size
## attr(,"variables")
## list(vegdist(otu_table(Ps_obj_SIP_merged_filt3), method = "bray"),
## Site, Oxygen, Hours, Lib.size)
## attr(,"factors")
## Site Oxygen Hours Lib.size
## vegdist(otu_table(Ps_obj_SIP_merged_filt3), method = "bray") 0 0 0 0
## Site 1 0 0 0
## Oxygen 0 1 0 0
## Hours 0 0 1 0
## Lib.size 0 0 0 1
## Site:Oxygen Site:Hours
## vegdist(otu_table(Ps_obj_SIP_merged_filt3), method = "bray") 0 0
## Site 1 1
## Oxygen 1 0
## Hours 0 1
## Lib.size 0 0
## Oxygen:Hours
## vegdist(otu_table(Ps_obj_SIP_merged_filt3), method = "bray") 0
## Site 0
## Oxygen 1
## Hours 1
## Lib.size 0
## Site:Oxygen:Hours
## vegdist(otu_table(Ps_obj_SIP_merged_filt3), method = "bray") 0
## Site 1
## Oxygen 1
## Hours 1
## Lib.size 0
## attr(,"term.labels")
## [1] "Site" "Oxygen" "Hours" "Lib.size"
## [5] "Site:Oxygen" "Site:Hours" "Oxygen:Hours" "Site:Oxygen:Hours"
## attr(,"order")
## [1] 1 1 1 1 2 2 2 3
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"plot_lib_dist(Ps_obj_SIP_merged_filt3)
plot_read_dist(Ps_obj_SIP_merged_filt3)
plot_mean_SD(Ps_obj_SIP_merged_filt3)
saveRDS(Ps_obj_SIP_merged_filt3, file = paste0(data_path, str_remove(Ps_file, ".Rds"), "_filt3.Rds"))
readDNAStringSet(paste0(data_path, Seq_file)) %>%
.[taxa_names(Ps_obj_SIP_merged_filt3)] %>%
writeXStringSet(., filepath = paste0(data_path, str_remove(Seq_file, ".fa*"), "_filtered.fa"), format = "fasta", width = 1000)sessioninfo::session_info() %>%
details::details(
summary = 'Current session info',
open = TRUE
)
─ Session info ─────────────────────────────────────────────────────────────────────────
setting value
version R version 4.4.0 (2024-04-24)
os Ubuntu 22.04.4 LTS
system x86_64, linux-gnu
ui X11
language (EN)
collate en_US.UTF-8
ctype en_US.UTF-8
tz Europe/Prague
date 2024-06-27
pandoc 2.19.2 @ /usr/lib/rstudio-server/bin/quarto/bin/tools/ (via rmarkdown)
─ Packages ─────────────────────────────────────────────────────────────────────────────
package * version date (UTC) lib source
ade4 1.7-22 2023-02-06 [1] CRAN (R 4.2.2)
affy 1.78.2 2023-07-16 [1] Bioconductor
affyio 1.70.0 2023-04-25 [1] Bioconductor
ape 5.8 2024-04-11 [1] CRAN (R 4.4.0)
Biobase * 2.60.0 2023-04-25 [1] Bioconductor
BiocGenerics * 0.46.0 2023-04-25 [1] Bioconductor
BiocManager 1.30.23 2024-05-04 [1] CRAN (R 4.4.0)
biomformat 1.28.0 2023-04-25 [1] Bioconductor
Biostrings * 2.68.1 2023-05-16 [1] Bioconductor
bitops 1.0-7 2021-04-24 [1] CRAN (R 4.0.3)
cli 3.6.2 2023-12-11 [1] CRAN (R 4.3.2)
clipr 0.8.0 2022-02-22 [1] CRAN (R 4.1.2)
cluster 2.1.6 2023-12-01 [1] CRAN (R 4.3.2)
codetools 0.2-20 2024-03-31 [1] CRAN (R 4.3.3)
colorspace 2.1-0 2023-01-23 [1] CRAN (R 4.2.2)
crayon 1.5.2 2022-09-29 [1] CRAN (R 4.2.1)
data.table 1.15.4 2024-03-30 [1] CRAN (R 4.3.3)
desc 1.4.3 2023-12-10 [1] CRAN (R 4.3.2)
details 0.3.0 2022-03-27 [1] CRAN (R 4.1.3)
digest 0.6.35 2024-03-11 [1] CRAN (R 4.3.3)
dplyr * 1.1.4 2023-11-17 [1] CRAN (R 4.3.2)
evaluate 0.24.0 2024-06-10 [1] CRAN (R 4.4.0)
extrafont * 0.19 2023-01-18 [1] CRAN (R 4.2.2)
extrafontdb 1.0 2012-06-11 [1] CRAN (R 4.0.2)
fansi 1.0.6 2023-12-08 [1] CRAN (R 4.3.2)
farver 2.1.2 2024-05-13 [1] CRAN (R 4.4.0)
fastmap 1.2.0 2024-05-15 [1] CRAN (R 4.4.0)
forcats * 1.0.0 2023-01-29 [1] CRAN (R 4.2.2)
foreach 1.5.2 2022-02-02 [1] CRAN (R 4.1.2)
generics 0.1.3 2022-07-05 [1] CRAN (R 4.2.0)
GenomeInfoDb * 1.36.2 2023-08-25 [1] Bioconductor
GenomeInfoDbData 1.2.10 2023-05-31 [1] Bioconductor
ggplot2 * 3.5.1 2024-04-23 [1] CRAN (R 4.4.0)
glue 1.7.0 2024-01-09 [1] CRAN (R 4.3.2)
gtable 0.3.5 2024-04-22 [1] CRAN (R 4.4.0)
hexbin 1.28.3 2023-03-21 [1] CRAN (R 4.2.3)
highr 0.11 2024-05-26 [1] CRAN (R 4.4.0)
hms 1.1.3 2023-03-21 [1] CRAN (R 4.2.3)
htmltools 0.5.8.1 2024-04-04 [1] CRAN (R 4.4.0)
httr 1.4.7 2023-08-15 [1] CRAN (R 4.3.1)
igraph 2.0.3 2024-03-13 [1] CRAN (R 4.3.3)
IRanges * 2.34.1 2023-06-22 [1] Bioconductor
iterators 1.0.14 2022-02-05 [1] CRAN (R 4.1.2)
jsonlite 1.8.8 2023-12-04 [1] CRAN (R 4.3.2)
kableExtra * 1.4.0 2024-01-24 [1] CRAN (R 4.3.2)
knitr 1.47 2024-05-29 [1] CRAN (R 4.4.0)
labeling 0.4.3 2023-08-29 [1] CRAN (R 4.3.1)
lattice * 0.22-6 2024-03-20 [1] CRAN (R 4.3.3)
lifecycle 1.0.4 2023-11-07 [1] CRAN (R 4.3.1)
limma 3.56.2 2023-06-04 [1] Bioconductor
lubridate * 1.9.3 2023-09-27 [1] CRAN (R 4.3.1)
magrittr * 2.0.3 2022-03-30 [1] CRAN (R 4.1.3)
MASS 7.3-61 2024-06-13 [1] CRAN (R 4.4.0)
Matrix 1.7-0 2024-04-26 [1] CRAN (R 4.4.0)
mgcv 1.9-1 2023-12-21 [1] CRAN (R 4.3.2)
multtest 2.56.0 2023-04-25 [1] Bioconductor
munsell 0.5.1 2024-04-01 [1] CRAN (R 4.4.0)
nlme 3.1-165 2024-06-06 [1] CRAN (R 4.4.0)
permute * 0.9-7 2022-01-27 [1] CRAN (R 4.1.2)
phyloseq * 1.44.0 2023-04-25 [1] Bioconductor
pillar 1.9.0 2023-03-22 [1] CRAN (R 4.2.3)
pkgconfig 2.0.3 2019-09-22 [1] CRAN (R 4.0.2)
plyr 1.8.9 2023-10-02 [1] CRAN (R 4.3.1)
png 0.1-8 2022-11-29 [1] CRAN (R 4.2.2)
preprocessCore 1.62.1 2023-05-02 [1] Bioconductor
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[3] /usr/lib/R/site-library
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